# ECE 699: Advanced Independent Study | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ECE_699)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
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* 1204
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### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

c4440bdb383561bddb1559b183faac2a8bb842c561681208e55f387b4dbb816a

### course id

ECE 699

### course uid

course\_65c8c357ed6414dafbcf8c1e

### catalog version id

2f406d8c67f053b920a76769e78e35b0c867a1f22b99dc8798ef34f37dc456ff

### course number

699

### subjects

* ECE

### title

ADVANCED INDEPENDENT STUDY

### description

Directed study projects as arranged with instructor.

### requirements text

Consent of instructor

### credits min

1

### credits max

6

### credit offering ids

* 1272:320:006453

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

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### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ECE 699 is an advanced independent study course where students engage in directed study projects arranged with an instructor.

### llm topics

None recorded.

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* ECE 699 independent study
* ECE advanced directed study
* ECE 699 instructor consent

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

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#### course id

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      }
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  },
  {
    "instructor_uid": "instructor_449d60b155dd44ea6da6bf85",
    "message": "No course-specific reviews available",
    "name": "Jennifer Volk",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3085915",
    "summary": []
  },
  {
    "instructor_uid": "instructor_a3665fafb54cf67394b31d12",
    "message": "No course-specific reviews available",
    "name": "Jeremy Coulson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_a651b860354aaba24c6e0d5c",
    "message": "No course-specific reviews available",
    "name": "Jinia Roy",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3001019",
    "summary": []
  },
  {
    "instructor_uid": "instructor_85b73c265c40166f5ed76de0",
    "message": "No course-specific reviews available",
    "name": "John Booske",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:506547",
    "summary": []
  },
  {
    "instructor_uid": "instructor_258f0eb4fdbcc55207508186",
    "message": "No course-specific reviews available",
    "name": "John Gubner",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1488414",
    "summary": []
  },
  {
    "instructor_uid": "instructor_6600fbd8eba35c08a882fca4",
    "message": "No course-specific reviews available",
    "name": "Joseph Andrews",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2973843",
    "summary": []
  },
  {
    "instructor_uid": "instructor_620d566e500f4b09a8938334",
    "message": "No course-specific reviews available",
    "name": "Joseph Krachey",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1727817",
    "summary": []
  },
  {
    "instructor_uid": "instructor_fdf4127fe353415ba93b07f7",
    "message": "No course-specific reviews available",
    "name": "Joshua San Miguel",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2403119",
    "summary": []
  },
  {
    "instructor_uid": "instructor_b9402e06a7d816746041099a",
    "message": "No course-specific reviews available",
    "name": "Julie Hsiao",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_2aef91a9420ca12673e58a3a",
    "message": null,
    "name": "Kangwook Lee",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2517429",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Kangwook Lee",
            "review_date": "2020-12-22 04:30:30 +0000 UTC",
            "review_id": "f8663cdc0ea858ef2485109e",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2517429",
            "source_review_id": "UmF0aW5nLTM0MTcyOTky",
            "source_url": "https://www.ratemyprofessors.com/professor/2517429",
            "type": "review"
          }
        ],
        "text": "Kangwook Lee is described as strict but highly recommended for independent study in machine learning. Reviewers note that students will learn a significant amount under his instruction despite the rigorous nature of the course."
      }
    ]
  },
  {
    "instructor_uid": "instructor_05ed3d965aab36fdc87c4374",
    "message": "No course-specific reviews available",
    "name": "Karu Sankaralingam",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2637168",
    "summary": []
  },
  {
    "instructor_uid": "instructor_9b5f772ad2d3cb5f6978bb94",
    "message": "No course-specific reviews available",
    "name": "Kassem Fawaz",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_1c467b385fbcc36315f11090",
    "message": "No course-specific reviews available",
    "name": "Lei Zhou",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3135532",
    "summary": []
  },
  {
    "instructor_uid": "instructor_c0fcdbfb90fb2315713c6497",
    "message": "No course-specific reviews available",
    "name": "Line Roald",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_d7818105b100cd3188144c60",
    "message": "No course-specific reviews available",
    "name": "Luke Mawst",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:353262",
    "summary": []
  },
  {
    "instructor_uid": "instructor_09071252001359f614e652c3",
    "message": "No course-specific reviews available",
    "name": "Mahima Gupta",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3138779",
    "summary": []
  },
  {
    "instructor_uid": "instructor_f78b3bd4872446852d3e1fb7",
    "message": "No course-specific reviews available",
    "name": "Manish Singh",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3119237",
    "summary": []
  },
  {
    "instructor_uid": "instructor_f2d6dca852748bbdc1b73dbf",
    "message": "No course-specific reviews available",
    "name": "Mark Allie",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1974261",
    "summary": []
  },
  {
    "instructor_uid": "instructor_07d81221401c0aeb980803c4",
    "message": "No course-specific reviews available",
    "name": "Matt Sinclair",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2465736",
    "summary": []
  },
  {
    "instructor_uid": "instructor_94103dfcf8d35c9cf34e40f7",
    "message": "No course-specific reviews available",
    "name": "Mikhail Kats",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2473440",
    "summary": []
  },
  {
    "instructor_uid": "instructor_fae40bcc319ab178a209c988",
    "message": "No course-specific reviews available",
    "name": "Mohit Gupta",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2140649",
    "summary": []
  },
  {
    "instructor_uid": "instructor_3c689622bbd216f4fa028830",
    "message": "No course-specific reviews available",
    "name": "Nader Behdad",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1666398",
    "summary": []
  },
  {
    "instructor_uid": "instructor_722f381e49365f4dd5d5b473",
    "message": "No course-specific reviews available",
    "name": "Parmesh Ramanathan",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:869246",
    "summary": []
  },
  {
    "instructor_uid": "instructor_79d44a3f2cf8d53550076114",
    "message": "No course-specific reviews available",
    "name": "Patrick Flannery",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:3150819",
    "summary": []
  },
  {
    "instructor_uid": "instructor_17ad9703a339fc48f01aeb0e",
    "message": "No course-specific reviews available",
    "name": "Paul Milenkovic",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:131224",
    "summary": []
  },
  {
    "instructor_uid": "instructor_cb8bea5df91647c738d8305e",
    "message": "No course-specific reviews available",
    "name": "Pedro Maravilha Morgado",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2879084",
    "summary": []
  },
  {
    "instructor_uid": "instructor_c7fccaa0a5ee235ceefaed9c",
    "message": "No course-specific reviews available",
    "name": "Ramya Korlakai Vinayak",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2626459",
    "summary": [
      {
        "citations": [
          {
            "course_id": "ECE 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 112,
            "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
            "source_record": {
              "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=1 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_7ff780bef0b07516e262423b",
    "message": "No course-specific reviews available",
    "name": "Remzi Arpaci-Dusseau",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:131676",
    "summary": []
  },
  {
    "instructor_uid": "instructor_1d82ff3af6bd02638d9784a9",
    "message": "No course-specific reviews available",
    "name": "Robert Jacobberger",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_a0025085f948b04fe06f08b9",
    "message": "No course-specific reviews available",
    "name": "Robert Nowak",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:329243",
    "summary": []
  },
  {
    "instructor_uid": "instructor_27f4e3abd3eb032d02408fc7",
    "message": "No course-specific reviews available",
    "name": "Scott Sanders",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:619286",
    "summary": []
  },
  {
    "instructor_uid": "instructor_909c73fab313c0b5f69249bf",
    "message": "No course-specific reviews available",
    "name": "Shubhra Pasayat",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_db04d27cb341b5105aeec78c",
    "message": "No course-specific reviews available",
    "name": "Steven Fredette",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2143189",
    "summary": []
  },
  {
    "instructor_uid": "instructor_bbd78b6d1945166bcef3a9a8",
    "message": "No course-specific reviews available",
    "name": "Suman Banerjee",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1820723",
    "summary": []
  },
  {
    "instructor_uid": "instructor_7322e42fbbef4ba6a780b225",
    "message": "No course-specific reviews available",
    "name": "Susan Hagness",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1171168",
    "summary": []
  },
  {
    "instructor_uid": "instructor_570635b99c1c1cbcfe9e05e1",
    "message": "No course-specific reviews available",
    "name": "Swamit Tannu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2833415",
    "summary": []
  },
  {
    "instructor_uid": "instructor_912537f6c5ea0f6aeeec123d",
    "message": "No course-specific reviews available",
    "name": "Thomas Jahns",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1232474",
    "summary": []
  },
  {
    "instructor_uid": "instructor_3a5bd88021742a10a48408e4",
    "message": "No course-specific reviews available",
    "name": "Tomy Varghese",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1625280",
    "summary": []
  },
  {
    "instructor_uid": "instructor_6b538cd1085236661960506e",
    "message": "No course-specific reviews available",
    "name": "Tsung-Wei Huang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_e1d5923716e3898909bb847b",
    "message": "No course-specific reviews available",
    "name": "Ulugbek Kamilov",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_efc0d5c35dffefb2e57fd79c",
    "message": "No course-specific reviews available",
    "name": "Umit Ogras",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2761383",
    "summary": [
      {
        "citations": [
          {
            "course_id": "ECE 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 111,
            "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
            "source_record": {
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              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          },
          {
            "course_id": "ECE 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 111,
            "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
            "source_record": {
              "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=4 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=6 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_4d26ce8874b844fd155f4111",
    "message": "No course-specific reviews available",
    "name": "Xiangru Xu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2636943",
    "summary": [
      {
        "citations": [
          {
            "course_id": "ECE 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 115,
            "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
            "source_record": {
              "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          },
          {
            "course_id": "ECE 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 115,
            "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
            "source_record": {
              "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1234",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=1 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=7 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_b0c1e3584221f7a6d06a0ecd",
    "message": "No course-specific reviews available",
    "name": "Xiaopeng Li",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2929394",
    "summary": []
  },
  {
    "instructor_uid": "instructor_83c81ed9b9be8e0813c1613b",
    "message": "No course-specific reviews available",
    "name": "Ying Wang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "ECE 699",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 113,
            "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
            "source_record": {
              "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1224",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=1 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_4a6b0f91380062874335d02b",
    "message": "No course-specific reviews available",
    "name": "Zheng Liu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:68235",
    "summary": []
  },
  {
    "instructor_uid": "instructor_ea265adaa3a5161d9cbfa843",
    "message": "No course-specific reviews available",
    "name": "Zhenqiang Ma",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1696481",
    "summary": []
  },
  {
    "instructor_uid": "instructor_2acc3608ed241dfe7a68c4d2",
    "message": "No course-specific reviews available",
    "name": "Zongfu Yu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2083243",
    "summary": []
  }
]
```

#### difficulty workload

Kangwook Lee's independent study is rated as difficult, requiring significant effort to achieve substantial learning outcomes in machine learning.

```json
{
  "citations": [
    {
      "instructor_name": "Kangwook Lee",
      "review_date": "2020-12-22 04:30:30 +0000 UTC",
      "review_id": "f8663cdc0ea858ef2485109e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2517429",
      "source_review_id": "UmF0aW5nLTM0MTcyOTky",
      "source_url": "https://www.ratemyprofessors.com/professor/2517429",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

None recorded.

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews for current instructors Glenn Bower and Kangwook Lee highlight high learning value and helpfulness, though Lee is noted as strict.

```json
{
  "citations": [
    {
      "instructor_name": "Glenn Bower",
      "review_date": "2012-12-06 15:30:22 +0000 UTC",
      "review_id": "219f6e188d9851564ac6d3a3",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1200538",
      "source_review_id": "UmF0aW5nLTIwOTcyMDM0",
      "source_url": "https://www.ratemyprofessors.com/professor/1200538",
      "type": "review"
    },
    {
      "instructor_name": "Kangwook Lee",
      "review_date": "2020-12-22 04:30:30 +0000 UTC",
      "review_id": "f8663cdc0ea858ef2485109e",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2517429",
      "source_review_id": "UmF0aW5nLTM0MTcyOTky",
      "source_url": "https://www.ratemyprofessors.com/professor/2517429",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=19 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=6 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

#### student experience

Glenn Bower is described as helpful with electrical aspects and engaging, though the reviewer wished for a formal class rather than just independent study.

```json
{
  "citations": [
    {
      "instructor_name": "Glenn Bower",
      "review_date": "2012-12-06 15:30:22 +0000 UTC",
      "review_id": "219f6e188d9851564ac6d3a3",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:1200538",
      "source_review_id": "UmF0aW5nLTIwOTcyMDM0",
      "source_url": "https://www.ratemyprofessors.com/professor/1200538",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

AKHILESH JAISWAL is recorded teaching in Spring 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 10,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 10,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 10,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

ALAN MCMILLAN is recorded teaching in Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 103,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 103,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

ANDREAS VELTEN is recorded teaching in Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 29,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 44,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 29,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 29,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 29,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 29,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 29,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 29,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    }
  ]
}
```

AZADEH DAVOODI is recorded teaching in Fall 2006, Spring 2009, Fall 2010, Spring 2011, Fall 2012, Spring 2013, Fall 2013, Fall 2016, Spring 2020, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1134",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

BARRY VANVEEN is recorded teaching in Spring 2007, Spring 2009, Fall 2009, Fall 2010, Spring 2011, Spring 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 61,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 61,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 61,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 61,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 61,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 61,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 61,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

BHUVANA KRISHNASWAMY is recorded teaching in Fall 2018, Spring 2019, Fall 2019, Fall 2021, Spring 2022, Fall 2022, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 58,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

BILL SETHARES is recorded teaching in Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2011, Spring 2012, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Spring 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1082",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
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        "file": "tables/observations.parquet",
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
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      },
      "table": "section_grades_latest",
      "term_id": "1092",
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    },
    {
      "course_id": "ECE 699",
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      "table": "section_grades_latest",
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      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
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      "table": "section_grades_latest",
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      "type": "grade"
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
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      },
      "table": "section_grades_latest",
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      "type": "grade"
    },
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      },
      "table": "section_grades_latest",
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      "type": "grade"
    },
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 62,
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      "section_number": 62,
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 62,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 62,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

BULENT SARLIOGLU is recorded teaching in Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
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      "run_id": "20260907T155543-ce3781c4",
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1134",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 263,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
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      },
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      "term_id": "1134",
      "type": "grade"
    },
    {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
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      "table": "section_grades_latest",
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      },
      "table": "section_grades_latest",
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      "type": "grade"
    },
    {
      "course_id": "ECE 699",
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      "table": "section_grades_latest",
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      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 63,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
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      "table": "section_grades_latest",
      "term_id": "1194",
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    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 63,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 63,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 63,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    }
  ]
}
```

CHIRAG GUPTA is recorded teaching in Spring 2023, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "run_id": "20260907T155543-ce3781c4",
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      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 115,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

CHU MA is recorded teaching in Spring 2020, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 26,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 102,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

DAN BOTEZ is recorded teaching in Spring 2010, Fall 2011, Fall 2014, Fall 2016. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 28,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 28,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 28,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 28,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    }
  ]
}
```

DAN NEGRUT is recorded teaching in Spring 2014, Fall 2014, Spring 2015, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 96,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 96,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 96,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 96,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 96,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 96,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 96,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 96,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 96,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

DANIEL COLIN LUDOIS is recorded teaching in Fall 2013, Spring 2014, Fall 2015, Spring 2016, Fall 2017, Spring 2023, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 93,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 93,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 93,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 93,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 93,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 93,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 93,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

DANIEL PIMENTEL ALARCON is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 117,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

DANIEL VAN DER WEIDE is recorded teaching in Fall 2007, Fall 2009, Spring 2010, Fall 2011, Spring 2012, Spring 2014, Fall 2017, Spring 2022, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1082",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 60,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

DAVID ANDERSON is recorded teaching in Fall 2006, Fall 2011, Spring 2012, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 51,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 51,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 51,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 51,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 51,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    }
  ]
}
```

DIMITRIOS PAPAILIOPOULOS is recorded teaching in Spring 2017, Spring 2018, Fall 2018, Spring 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 34,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 34,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 34,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 34,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 34,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    }
  ]
}
```

DOMINIC GROSS is recorded teaching in Fall 2021, Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 108,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 108,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 108,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    }
  ]
}
```

ERIC HOFFMAN is recorded teaching in Spring 2015, Spring 2016, Spring 2018, Fall 2019, Spring 2020, Fall 2021, Fall 2022, Spring 2023, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 95,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 95,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 95,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 101,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 95,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 123,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 5,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

FENG YE is recorded teaching in Fall 2023, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 16,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 16,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 16,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

GRIGORIS CHRYSOS is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 30,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 30,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 30,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 30,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

HAIHAN SUN is recorded teaching in Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 15,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    }
  ]
}
```

HONGRUI JIANG is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Fall 2019, Fall 2021, Spring 2022, Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1082",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1134",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    }
  ]
}
```

IRENA KNEZEVIC is recorded teaching in Fall 2010, Fall 2015. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    }
  ]
}
```

JENNIFER CHOY is recorded teaching in Fall 2019, Fall 2020, Fall 2021, Spring 2022, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 71,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 71,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 71,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 71,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 71,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    }
  ]
}
```

JENNIFER VOLK is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 42,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

JEREMY COULSON is recorded teaching in Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 26,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 26,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

JINIA ROY is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

JOHN BOOSKE is recorded teaching in Spring 2007, Fall 2008, Fall 2009, Spring 2010, Fall 2010, Fall 2011, Spring 2016, Fall 2016, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    }
  ]
}
```

JOHN GUBNER is recorded teaching in Fall 2017. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 65,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    }
  ]
}
```

JOSEPH ANDREWS is recorded teaching in Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 6,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    }
  ]
}
```

JOSEPH KRACHEY is recorded teaching in Spring 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 47,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 47,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    }
  ]
}
```

KASSEM FAWAZ is recorded teaching in Spring 2019, Fall 2019, Fall 2020, Spring 2022, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 37,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    }
  ]
}
```

LEI ZHOU is recorded teaching in Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 23,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 23,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

LINE ROALD is recorded teaching in Spring 2019, Spring 2020, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 79,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 79,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 79,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    }
  ]
}
```

LUKE MAWST is recorded teaching in Fall 2006, Spring 2007, Spring 2009, Spring 2010, Fall 2010, Fall 2011, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 13,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    }
  ]
}
```

MAHIMA GUPTA is recorded teaching in Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 38,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 38,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

MANISH KUMAR SINGH is recorded teaching in Spring 2024, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 18,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 18,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 18,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

MARK ALLIE is recorded teaching in Spring 2010, Spring 2012, Spring 2015, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

MATT SINCLAIR is recorded teaching in Fall 2022, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 76,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 76,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

MIKHAIL KATS is recorded teaching in Fall 2015, Spring 2016, Fall 2016, Spring 2019, Spring 2020, Fall 2022, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 17,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 17,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 17,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 17,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 17,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 17,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 17,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

MOHIT GUPTA is recorded teaching in Fall 2016, Fall 2018, Fall 2020. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 49,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 49,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 49,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    }
  ]
}
```

NADER BEHDAD is recorded teaching in Fall 2010, Spring 2011, Fall 2016. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 9,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 9,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 9,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    }
  ]
}
```

PATRICK FLANNERY is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 83,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

PAUL MILENKOVIC is recorded teaching in Fall 2006, Fall 2015, Spring 2018, Spring 2019, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 24,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 24,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 24,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1184",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 24,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 24,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 24,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

PEDRO MARAVILHA MORGADO is recorded teaching in Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 119,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    }
  ]
}
```

RAMYA KORLAKAI VINAYAK is recorded teaching in Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 112,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 112,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    }
  ]
}
```

REMZI ARPACI-DUSSEAU is recorded teaching in Spring 2010, Fall 2010, Spring 2011, Fall 2011. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 91,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 91,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 91,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 91,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    }
  ]
}
```

ROBERT NOWAK is recorded teaching in Fall 2008, Spring 2009, Fall 2009, Spring 2015, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 36,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 36,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 36,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 36,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 36,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 36,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

SCOTT SANDERS is recorded teaching in Spring 2012. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 82,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    }
  ]
}
```

SHUBHRA PASAYAT is recorded teaching in Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 114,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 114,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    }
  ]
}
```

STEVEN FREDETTE is recorded teaching in Spring 2015, Spring 2016, Spring 2019, Fall 2019, Spring 2023, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 98,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 98,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 98,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 98,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 98,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 98,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 98,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    }
  ]
}
```

SUMAN BANERJEE is recorded teaching in Spring 2008, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2011, Fall 2014, Fall 2015, Spring 2016, Spring 2017, Spring 2019, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1104",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 100,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1194",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 46,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

SUSAN HAGNESS is recorded teaching in Fall 2010, Fall 2011, Spring 2012, Spring 2013. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 41,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 41,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 41,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1124",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 41,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1134",
      "type": "grade"
    }
  ]
}
```

SWAMIT TANNU is recorded teaching in Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 118,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 118,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

THOMAS JAHNS is recorded teaching in Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2011, Fall 2011, Spring 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1082",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1084",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1092",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1094",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 145,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1114",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1122",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1144",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1164",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    }
  ]
}
```

TSUNG-WEI HUANG is recorded teaching in Fall 2023, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 8,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 8,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 8,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

UMIT OGRAS is recorded teaching in Spring 2022, Fall 2022, Spring 2023, Fall 2023, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 111,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 111,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 111,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 111,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 111,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 111,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 111,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

XIANGRU XU is recorded teaching in Spring 2022, Fall 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 115,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 116,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 115,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    }
  ]
}
```

XIAOPENG LI is recorded teaching in Spring 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 40,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    }
  ]
}
```

YING WANG is recorded teaching in Fall 2021, Spring 2022, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 113,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 113,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 113,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    }
  ]
}
```

ZHENQIANG MA is recorded teaching in Fall 2014, Spring 2015, Fall 2016, Spring 2017, Fall 2017, Fall 2018, Spring 2020, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1154",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1172",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1174",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1182",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1192",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 12,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

ZONGFU YU is recorded teaching in Fall 2019, Spring 2020, Fall 2020, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 94,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1202",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 64,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 94,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ECE 699",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 94,
      "source_course_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
      "source_record": {
        "entity_id": "289d8be1-c5f3-3191-beca-48fb3d3c80e3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Consent of instructor",
    "course": null,
    "evidence": "Consent of instructor",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_7e7abc3edc29849a4fbb3678",
    "source": "enrollment",
    "source_instructor_id": "ykim722",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "",
    "email": null,
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "instructor_url": "/instructors/UNKNOWN_INSTRUCTOR--instructor_7e7abc3edc29849a4fbb3678"
  },
  {
    "instructor_uid": "instructor_cf48df20f5efc59ed3890dac",
    "source": "enrollment",
    "source_instructor_id": "aprabhakara",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Akarsh Prabhakara",
    "email": "AKARSH@CS.WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 2,
      "quality": 3,
      "difficulty": 4,
      "quality_count": 2,
      "difficulty_count": 2,
      "profile_id": "rmp:3076242",
      "source_url": "https://www.ratemyprofessors.com/professor/3076242",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:57:22.049165+00:00",
      "courses": {
        "course_ab7d07685857737322064a42": {
          "review_count": 2,
          "quality": 3,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
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    "section_uid": "uw-section:1272:28449",
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  }
]
```

### grade instructors

```json
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    "identity_status": "source_identified",
    "name": "FRANCESCO CERRINA",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
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    "instructor_url": "/instructors/FRANCESCO_CERRINA--instructor_2d83ff271ca0d1c168615f9b"
  },
  {
    "instructor_uid": "instructor_45c688a832d566f51e913d6d",
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    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "WILLIS TOMPKINS",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.611,
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      ],
      "sections": 127
    },
    "instructor_url": "/instructors/WILLIS_TOMPKINS--instructor_45c688a832d566f51e913d6d"
  },
  {
    "instructor_uid": "instructor_4e36296b5bf288e215a5293d",
    "source": "madgrades",
    "source_instructor_id": "4195808",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "AZADEH DAVOODI",
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      "source_url": "https://www.ratemyprofessors.com/professor/1188666",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:53:43.708129+00:00",
      "courses": {
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        "course_4352b7eea7990574af634d57": {
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      },
      "bayesian_quality": 3.944803614716622,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
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    "grade_statistics": {
      "gpa": 3.418,
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      "counts": [
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      ],
      "sections": 139
    },
    "instructor_url": "/instructors/AZADEH_DAVOODI--instructor_4e36296b5bf288e215a5293d"
  },
  {
    "instructor_uid": "instructor_70cb89b2ed70445b64db0df9",
    "source": "madgrades",
    "source_instructor_id": "3571005",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HONGRUI JIANG",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
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### grades

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    "course_uid": "course_65c8c357ed6414dafbcf8c1e",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Bhuvana Krishnaswamy",
      "Chu Ma",
      "Daniel van der Weide",
      "ERIC SEVERSON",
      "Hongrui Jiang",
      "JOSHUA SANMIGUEL",
      "Jennifer Choy",
      "KANG WOOK LEE",
      "KARTHIKEYAN SANKARALINGAM",
      "Kassem Fawaz",
      "MATTHEW MALLOY",
      "Ramya Korlakai Vinayak",
      "Umit Ogras",
      "VENKATA VENKATARAMANAN",
      "Xiangru Xu",
      "Ying Wang"
    ],
    "a": 19,
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    "total": 20,
    "source_aliases": [
      "ECE 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 699",
    "course_uid": "course_65c8c357ed6414dafbcf8c1e",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Alan McMillan",
      "Bhuvana Krishnaswamy",
      "Bulent Sarlioglu",
      "Dominic Gross",
      "ERIC SEVERSON",
      "Eric Hoffman",
      "Hongrui Jiang",
      "Jennifer Choy",
      "KANG WOOK LEE",
      "KARTHIKEYAN SANKARALINGAM",
      "Kassem Fawaz",
      "Matt Sinclair",
      "Mikhail Kats",
      "Umit Ogras",
      "Xiangru Xu",
      "Ying Wang"
    ],
    "a": 0,
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    "source_aliases": [
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    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_65c8c357ed6414dafbcf8c1e",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Chirag Gupta",
      "Dan Negrut",
      "Daniel Ludois",
      "Dominic Gross",
      "Eric Hoffman",
      "Hongrui Jiang",
      "JOSHUA SANMIGUEL",
      "KANG WOOK LEE",
      "KARTHIKEYAN SANKARALINGAM",
      "Mikko Lipasti",
      "PARAMESWARAN RAMANATHAN",
      "Steven Fredette",
      "Umit Ogras",
      "VENKATA VENKATARAMANAN",
      "Xiangru Xu"
    ],
    "a": 7,
    "ab": 0,
    "b": 0,
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    "total": 7,
    "source_aliases": [
      "ECE 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Alan McMillan",
      "Bhuvana Krishnaswamy",
      "Dan Negrut",
      "Daniel Pimentel Alarcon",
      "Eric Hoffman",
      "Feng Ye",
      "JOSHUA SANMIGUEL",
      "Jinia Roy",
      "KANG WOOK LEE",
      "Mark Allie",
      "PARAMESWARAN RAMANATHAN",
      "Shubhra Pasayat",
      "Steven Fredette",
      "Swamit Tannu",
      "Tsung-Wei Huang",
      "Umit Ogras",
      "VENKATA VENKATARAMANAN",
      "YU HU",
      "Young Mie Kim"
    ],
    "a": 6,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
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    "unsatisfactory": 0,
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    "no_credit": 0,
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    "total": 7,
    "source_aliases": [
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    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "course_uid": "course_65c8c357ed6414dafbcf8c1e",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Akhilesh Jaiswal",
      "Dan Negrut",
      "Haihan Sun",
      "JOSHUA SANMIGUEL",
      "Jeremy Coulson",
      "Jinia Roy",
      "Lei Zhou",
      "Luke Mawst",
      "Manish Singh",
      "Pedro Maravilha Morgado",
      "Shubhra Pasayat",
      "Steven Fredette",
      "VENKATA VENKATARAMANAN",
      "YU HU"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
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    "source_aliases": [
      "ECE 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_65c8c357ed6414dafbcf8c1e",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Dan Negrut",
      "Grigoris Chrysos",
      "JOSHUA SANMIGUEL",
      "Jinia Roy",
      "KANG WOOK LEE",
      "Mahima Gupta",
      "Manish Singh",
      "Robert Nowak",
      "Swamit Tannu",
      "Tsung-Wei Huang",
      "Umit Ogras",
      "Zongfu Yu"
    ],
    "a": 0,
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 699",
    "course_uid": "course_65c8c357ed6414dafbcf8c1e",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Bill Sethares",
      "Dan Negrut",
      "Daniel van der Weide",
      "Feng Ye",
      "Grigoris Chrysos",
      "JOSHUA SANMIGUEL",
      "Jeremy Coulson",
      "Jinia Roy",
      "Lei Zhou",
      "Mahima Gupta",
      "Robert Nowak",
      "Tsung-Wei Huang",
      "Umit Ogras",
      "VENKATA VENKATARAMANAN",
      "Xiaopeng Li"
    ],
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    "source_aliases": [
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 699",
    "course_uid": "course_65c8c357ed6414dafbcf8c1e",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Akhilesh Jaiswal",
      "Azadeh Davoodi",
      "Dan Negrut",
      "Daniel van der Weide",
      "Feng Ye",
      "Grigoris Chrysos",
      "JOSHUA SANMIGUEL",
      "Jennifer Volk",
      "Jinia Roy",
      "Manish Singh",
      "Mikhail Kats",
      "Patrick Flannery",
      "Paul Milenkovic",
      "Suman Banerjee",
      "Umit Ogras"
    ],
    "a": 0,
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    "source_aliases": [
      "ECE 699"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 699",
    "course_uid": "course_65c8c357ed6414dafbcf8c1e",
    "term_id": "1264",
    "term_name": "Spring 2026",
    "instructors": [
      "Akhilesh Jaiswal",
      "Azadeh Davoodi",
      "Chirag Gupta",
      "Daniel Ludois",
      "Grigoris Chrysos",
      "Matt Sinclair",
      "Paul Milenkovic",
      "Setareh Behroozi",
      "Suman Banerjee",
      "Zhenqiang Ma"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
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    "passed": 0,
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    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "ECE 699"
    ]
  }
]
```

### statistics

#### gpa

3.893

#### graded

84

#### counts

* 73
* 4
* 7
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_65c8c357ed6414dafbcf8c1e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_65c8c357ed6414dafbcf8c1e-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_65c8c357ed6414dafbcf8c1e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_65c8c357ed6414dafbcf8c1e-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_65c8c357ed6414dafbcf8c1e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_65c8c357ed6414dafbcf8c1e-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_65c8c357ed6414dafbcf8c1e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_65c8c357ed6414dafbcf8c1e-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

```json
[
  {
    "uid": "instructor_ed1a7569c6518d78af04cb95",
    "name": "NAM KIM",
    "count": 18,
    "terms": [
      {
        "term": "1112",
        "count": 6,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1122",
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        "sections": 1,
        "gpa": 3.9166666666666665
      },
      {
        "term": "1144",
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        "sections": 1,
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      }
    ]
  },
  {
    "uid": "instructor_08573dd5525332150a039cef",
    "name": "YU HU",
    "count": 13,
    "terms": [
      {
        "term": "1144",
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        "sections": 1,
        "gpa": 3.7857142857142856
      },
      {
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        "sections": 1,
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      }
    ]
  },
  {
    "uid": "instructor_169d6f7be42653ca64fd17b3",
    "name": "UMIT OGRAS",
    "count": 10,
    "terms": [
      {
        "term": "1224",
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        "sections": 1,
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      },
      {
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      }
    ]
  },
  {
    "uid": "instructor_89a977ba8f4a3a9d16333939",
    "name": "VENKATA VENKATARAMANAN",
    "count": 9,
    "terms": [
      {
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        "sections": 1,
        "gpa": 3.125
      },
      {
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    ]
  },
  {
    "uid": "instructor_ffd1a116279c3afe144218d0",
    "name": "XIANGRU XU",
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    "terms": [
      {
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      },
      {
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    ]
  },
  {
    "uid": "instructor_ed6664d9d32f5f4b263be237",
    "name": "XINYU ZHANG",
    "count": 7,
    "terms": [
      {
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        "sections": 1,
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      }
    ]
  },
  {
    "uid": "instructor_c614179a20b3835ce0dbadea",
    "name": "JUDA L. SHOHET",
    "count": 6,
    "terms": [
      {
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        "sections": 1,
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    ]
  },
  {
    "uid": "instructor_6e407a933c672b23526be5a3",
    "name": "JENNIFER CHOY",
    "count": 2,
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    ]
  },
  {
    "uid": "instructor_05f4d60577c1ab1db09a6f47",
    "name": "YING WANG",
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      {
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    ]
  },
  {
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    "name": "KARTHIKEYAN SANKARALINGAM",
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  },
  {
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    "name": "CHU MA",
    "count": 1,
    "terms": [
      {
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        "sections": 1,
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      }
    ]
  },
  {
    "uid": "instructor_61c34f9a6fc8cc4fa02afbd1",
    "name": "ERIC SEVERSON",
    "count": 1,
    "terms": [
      {
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    ]
  },
  {
    "uid": "instructor_70cb89b2ed70445b64db0df9",
    "name": "HONGRUI JIANG",
    "count": 1,
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      {
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    ]
  },
  {
    "uid": "instructor_87c58ea5053563f0bb008e68",
    "name": "DANIEL VAN DER WEIDE",
    "count": 1,
    "terms": [
      {
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      }
    ]
  },
  {
    "uid": "instructor_a78a8387914d62f098d9bf26",
    "name": "RAMYA KORLAKAI VINAYAK",
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    ]
  },
  {
    "uid": "instructor_c7da0e4affd180820e6970b5",
    "name": "KANG WOOK LEE",
    "count": 1,
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      {
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        "sections": 1,
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    ]
  },
  {
    "uid": "instructor_cabcb61b056d10b1e9d6d30f",
    "name": "BHUVANA KRISHNASWAMY",
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    ]
  },
  {
    "uid": "instructor_d77bb93d9055ffa5fe028266",
    "name": "JOSHUA SANMIGUEL",
    "count": 1,
    "terms": [
      {
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      }
    ]
  },
  {
    "uid": "instructor_f7c312e4d64fa1483275eb3f",
    "name": "MATTHEW MALLOY",
    "count": 1,
    "terms": [
      {
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        "count": 1,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.