[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_695bc3876beba1da445030ba","course_id":"ECE 313","catalog_version_id":"10da3c2fbe57cae794a3dbea6d6b88f7a7c6f8d408eedc08e03d68219d3ea62c","record_version_id":"c420cf599b328158923738be85b1b0ea37585489975c760d6f8c42bf543dd173","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e00085c7386aa2e24df34244beb34e3e3a5121f569fe8e7c04eddb31b93ff232","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"prereq_all\",\"guest_students\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 271and340, or member of Engineering Guest Students\",\"id\":\"root_any\",\"kind\":\"any\"},{\"children\":[\"ece_271\",\"ece_340\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 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313\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Perform optical characterization measurements using laboratory instruments\",\"source_url\":\"https://guide.wisc.edu/courses/e_c_e/\"}],\"text\":\"Perform optical characterization measurements using laboratory instruments.\"},{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Write technical reports based on experimental results\",\"source_url\":\"https://guide.wisc.edu/courses/e_c_e/\"}],\"text\":\"Write technical reports based on experimental results.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"title\",\"quote\":\"OPTOELECTRONICS LAB\",\"source_url\":\"https://guide.wisc.edu/courses/e_c_e/\"},{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light detection using photovoltaic and photoconductive detectors and phototransistors. Light generation using light emitting diodes and laser diodes. Light transmission using optical fibers. Optoisolators and optical switches. Light emitting diode and liquid crystal displays.\",\"source_url\":\"https://guide.wisc.edu/courses/e_c_e/\"},{\"course_id\":\"ECE 313\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Perform optical characterization measurements using laboratory instruments\",\"source_url\":\"https://guide.wisc.edu/courses/e_c_e/\"}],\"text\":\"Optoelectronics Lab covers light detection, generation, and transmission with LEDs, lasers, and optical fibers; students perform optical characterization measurements.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light detection using photovoltaic and photoconductive detectors and phototransistors.\",\"source_url\":\"https://guide.wisc.edu/courses/e_c_e/\"}],\"text\":\"Light detection using photovoltaic and photoconductive detectors and phototransistors.\"},{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light generation using light emitting diodes and laser diodes.\",\"source_url\":\"https://guide.wisc.edu/courses/e_c_e/\"}],\"text\":\"Light generation using light emitting diodes and laser diodes.\"},{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light transmission using optical fibers.\",\"source_url\":\"https://guide.wisc.edu/courses/e_c_e/\"}],\"text\":\"Light transmission using optical fibers.\"},{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Optoisolators and optical switches.\",\"source_url\":\"https://guide.wisc.edu/courses/e_c_e/\"}],\"text\":\"Optoisolators and optical switches.\"},{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light emitting diode and liquid crystal displays.\",\"source_url\":\"https://guide.wisc.edu/courses/e_c_e/\"}],\"text\":\"Light emitting diode and liquid crystal displays.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_695bc3876beba1da445030ba","course_id":"ECE 313","catalog_version_id":"10da3c2fbe57cae794a3dbea6d6b88f7a7c6f8d408eedc08e03d68219d3ea62c","record_version_id":"c420cf599b328158923738be85b1b0ea37585489975c760d6f8c42bf543dd173","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e00085c7386aa2e24df34244beb34e3e3a5121f569fe8e7c04eddb31b93ff232","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"This was the most work for 1 credit I have ever taken. He makes you write an individual 5-8 page lab report after each lab with an abstract, background, procedure, and conclusion of everything you did in lab. Complete waste of time. You just end up rewording what the lab manual says and it takes about 5 hours. And no I'm not exaggerating.\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:36:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0d67d7fe19db15c51361dab9\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Took him a long time ago, Way too much work for a 1 credit lab course. Had another 3-4 credit course that had roughly the same or less amount of work. Eventually dropped the class. Any future students looking at this course, assume it is a 3 or 4 credit course when planning.\",\"course_id\":\"ECE 313\",\"date\":\"2022-10-29 21:18:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7a84001d6f016b9d10dffc06\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzUyMDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":2,\"review_ids\":[\"0d67d7fe19db15c51361dab9\",\"7a84001d6f016b9d10dffc06\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2542889\",\"summary\":\"Cited reviews describe Srdjan Milicic's course as having an excessive workload for its credit value, specifically mentioning long lab reports.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Makes you write a very long lab report and then looks for minuscule things to take points off for\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:38:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b091c8287949eaa057bf2439\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Lab Reports are unnecessarily long.\",\"course_id\":\"ECE 313\",\"date\":\"2020-12-01 18:24:37 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8b256a720c71ad1e3a365de8\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzOTE3NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":2,\"review_ids\":[\"b091c8287949eaa057bf2439\",\"8b256a720c71ad1e3a365de8\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2542889\",\"summary\":\"Cited reviews criticize Srdjan Milicic for requiring lengthy lab reports and deducting points for minor errors.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Very difficult professor, do not take other any circumstances. He is very lecture heavy, but does not provide any recordings or any lecture notes at all on the material. Homework material really only covers 30% of the exam, with lecture material taking most of it, but does not provide any lecture materials.\",\"course_id\":\"ECE 313\",\"date\":\"2023-02-19 08:36:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d1e29fdcab90432a87ec59a2\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3NDQyNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":1,\"review_ids\":[\"d1e29fdcab90432a87ec59a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2542889\",\"summary\":\"One reviewer criticizes Srdjan Milicic for being lecture-heavy without providing recordings or notes, making exam preparation difficult.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Hands down the worst faculty member I have encountered in ECE apartment. Make you do ridiculously amount of work and without willing to help. Online class is useless, office hours are useless. Avoid at all cost.\",\"course_id\":\"ECE 313\",\"date\":\"2020-10-06 20:46:33 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ee6b079323dd4d46896674bc\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjgyNDcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":1,\"review_ids\":[\"ee6b079323dd4d46896674bc\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2542889\",\"summary\":\"One reviewer strongly advises avoiding Srdjan Milicic due to high work volume and perceived lack of support.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_695bc3876beba1da445030ba","course_id":"ECE 313","catalog_version_id":"10da3c2fbe57cae794a3dbea6d6b88f7a7c6f8d408eedc08e03d68219d3ea62c","record_version_id":"c420cf599b328158923738be85b1b0ea37585489975c760d6f8c42bf543dd173","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"e00085c7386aa2e24df34244beb34e3e3a5121f569fe8e7c04eddb31b93ff232","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6fc762a257bbb45657b648a01f8fe4f735059c532afa644d6a0c29f0b5d51d80\",\"course_id\":\"ECE 313\",\"current_instructors\":[{\"instructor_uid\":\"instructor_0e842185c1a27ccec5e6130a\",\"message\":null,\"name\":\"Srdjan Milicic\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2542889\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:36:02 +0000 UTC\",\"review_id\":\"0d67d7fe19db15c51361dab9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2022-10-29 21:18:00 +0000 UTC\",\"review_id\":\"7a84001d6f016b9d10dffc06\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTM2NzUyMDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Srdjan Milicic required 5-8 page individual lab reports after each session. Students described this as excessive work for a 1-credit course, with one estimating reports took five hours and another suggesting the workload matched a 3-4 credit class.\"},{\"citations\":[{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:38:30 +0000 UTC\",\"review_id\":\"b091c8287949eaa057bf2439\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2023-02-19 08:36:39 +0000 UTC\",\"review_id\":\"d1e29fdcab90432a87ec59a2\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTM3NDQyNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Reviewers reported that Milicic deducted points for minor report errors and was lecture-heavy without providing notes or recordings. One student noted homework covered only 30% of exam material.\"},{\"citations\":[{\"course_id\":\"ECE 313\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.91 GPA, 95.5% A/AB (n=22 letter grades); Fall 2025: 3.95 GPA, 95.2% A/AB (n=21 letter grades); Spring 2026: 3.93 GPA, 95.5% A/AB (n=22 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:36:02 +0000 UTC\",\"review_id\":\"0d67d7fe19db15c51361dab9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:38:30 +0000 UTC\",\"review_id\":\"b091c8287949eaa057bf2439\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The primary burden came from writing 5-8 page individual lab reports after each session. Students noted these reports required detailed sections and took approximately five hours to complete.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:36:02 +0000 UTC\",\"review_id\":\"0d67d7fe19db15c51361dab9\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2022-10-29 21:18:00 +0000 UTC\",\"review_id\":\"7a84001d6f016b9d10dffc06\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTM2NzUyMDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students described this 1-credit lab course as demanding significantly more effort than typical 3-4 credit classes. The workload was often characterized as disproportionate to the credit value.\"},{\"citations\":[{\"course_id\":\"ECE 313\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.91 GPA, 95.5% A/AB (n=22 letter grades); Fall 2025: 3.95 GPA, 95.2% A/AB (n=21 letter grades); Spring 2026: 3.93 GPA, 95.5% A/AB (n=22 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:38:30 +0000 UTC\",\"review_id\":\"b091c8287949eaa057bf2439\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2023-02-19 08:36:39 +0000 UTC\",\"review_id\":\"d1e29fdcab90432a87ec59a2\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTM3NDQyNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Reviewers found grading strict, with points deducted for minor errors in lab reports. One student also noted that lecture material covered most of the exams without providing recordings or notes.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 313\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECE 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He makes you write an individual 5-8 page lab report after each lab with an abstract, background, procedure, and conclusion of everything you did in lab. Complete waste of time. You just end up rewording what the lab manual says and it takes about 5 hours. 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Light generation using light emitting diodes and laser diodes. 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He makes you write an individual 5-8 page lab report after each lab with an abstract, background, procedure, and conclusion of everything you did in lab. Complete waste of time. You just end up rewording what the lab manual says and it takes about 5 hours. And no I'm not exaggerating.\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:36:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0d67d7fe19db15c51361dab9\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Took him a long time ago, Way too much work for a 1 credit lab course. Had another 3-4 credit course that had roughly the same or less amount of work. Eventually dropped the class. Any future students looking at this course, assume it is a 3 or 4 credit course when planning.\",\"course_id\":\"ECE 313\",\"date\":\"2022-10-29 21:18:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7a84001d6f016b9d10dffc06\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzUyMDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Makes you write a very long lab report and then looks for minuscule things to take points off for\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:38:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b091c8287949eaa057bf2439\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":3,\"review_ids\":[\"0d67d7fe19db15c51361dab9\",\"7a84001d6f016b9d10dffc06\",\"b091c8287949eaa057bf2439\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"summary\":\"Students report an excessive amount of work for a 1-credit course, particularly due to lengthy lab reports and homework that does not align with exam content.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This was the most work for 1 credit I have ever taken. He makes you write an individual 5-8 page lab report after each lab with an abstract, background, procedure, and conclusion of everything you did in lab. Complete waste of time. You just end up rewording what the lab manual says and it takes about 5 hours. And no I'm not exaggerating.\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:36:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0d67d7fe19db15c51361dab9\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Makes you write a very long lab report and then looks for minuscule things to take points off for\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:38:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b091c8287949eaa057bf2439\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Very difficult professor, do not take other any circumstances. He is very lecture heavy, but does not provide any recordings or any lecture notes at all on the material. Homework material really only covers 30% of the exam, with lecture material taking most of it, but does not provide any lecture materials.\",\"course_id\":\"ECE 313\",\"date\":\"2023-02-19 08:36:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d1e29fdcab90432a87ec59a2\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3NDQyNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":3,\"review_ids\":[\"0d67d7fe19db15c51361dab9\",\"b091c8287949eaa057bf2439\",\"d1e29fdcab90432a87ec59a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"summary\":\"Lab reports are described as unnecessarily long and a waste of time, with grades penalized for minuscule errors. Homework covers only a small portion of the exam material.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Hands down the worst faculty member I have encountered in ECE apartment. Make you do ridiculously amount of work and without willing to help. Online class is useless, office hours are useless. Avoid at all cost.\",\"course_id\":\"ECE 313\",\"date\":\"2020-10-06 20:46:33 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ee6b079323dd4d46896674bc\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjgyNDcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Very difficult professor, do not take other any circumstances. He is very lecture heavy, but does not provide any recordings or any lecture notes at all on the material. Homework material really only covers 30% of the exam, with lecture material taking most of it, but does not provide any lecture materials.\",\"course_id\":\"ECE 313\",\"date\":\"2023-02-19 08:36:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d1e29fdcab90432a87ec59a2\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3NDQyNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":2,\"review_ids\":[\"ee6b079323dd4d46896674bc\",\"d1e29fdcab90432a87ec59a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"The instructor is lecture-heavy but provides no recordings or notes, making it difficult for students to study. Office hours and online classes are considered useless.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Hands down the worst faculty member I have encountered in ECE apartment. Make you do ridiculously amount of work and without willing to help. Online class is useless, office hours are useless. Avoid at all cost.\",\"course_id\":\"ECE 313\",\"date\":\"2020-10-06 20:46:33 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ee6b079323dd4d46896674bc\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjgyNDcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Took him a long time ago, Way too much work for a 1 credit lab course. Had another 3-4 credit course that had roughly the same or less amount of work. Eventually dropped the class. Any future students looking at this course, assume it is a 3 or 4 credit course when planning.\",\"course_id\":\"ECE 313\",\"date\":\"2022-10-29 21:18:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7a84001d6f016b9d10dffc06\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzUyMDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"This was the most work for 1 credit I have ever taken. He makes you write an individual 5-8 page lab report after each lab with an abstract, background, procedure, and conclusion of everything you did in lab. Complete waste of time. You just end up rewording what the lab manual says and it takes about 5 hours. And no I'm not exaggerating.\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:36:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0d67d7fe19db15c51361dab9\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":3,\"review_ids\":[\"ee6b079323dd4d46896674bc\",\"7a84001d6f016b9d10dffc06\",\"0d67d7fe19db15c51361dab9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"summary\":\"The course is widely regarded as one of the worst in the ECE department, with students advising others to avoid it or treat it as a much heavier course than it appears.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_695bc3876beba1da445030ba","course_id":"ECE 313","catalog_version_id":"b1e6b942ff231838e606b0410c877d990e20a3006f0bcf63928d4d8ff61e8645","record_version_id":"d2c5b473b92ac0774e0867496bc7888a22b9db917a02820c2596377b98fe954b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ca6430db757539080ff23da0bda6a861595e9cf4c5b05fac1b55309bbde9af52","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"d7312dd47a9d0abc788df884aa397ad6d7a13c9a829dcf8045afaba1f774791e\",\"course_id\":\"ECE 313\",\"current_instructors\":[{\"instructor_uid\":\"instructor_0e842185c1a27ccec5e6130a\",\"message\":\"Summary generation failed\",\"name\":\"Srdjan 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Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_0e842185c1a27ccec5e6130a\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_695bc3876beba1da445030ba","course_id":"ECE 313","catalog_version_id":"b1e6b942ff231838e606b0410c877d990e20a3006f0bcf63928d4d8ff61e8645","record_version_id":"d2c5b473b92ac0774e0867496bc7888a22b9db917a02820c2596377b98fe954b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"12b62f220fa47c137406b49aa368d3cd07fbeea98b2dab85f161f3d6e543c8a9","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 271and340, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 271and340\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":271,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 271\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"340\",\"id\":\"n4\",\"kind\":\"course\"}],\"notes\":[\"Restructured requirements to connect the 'member of Engineering Guest Students' condition to the root node. 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Development of appropriate models for circuit-level behavior of diodes, bi-polar and field effect transistors, and non-ideal op-amps. Application in analysis and design of linear amplifiers.\"}],\"text\":\"Fundamentals of electronic circuits, semiconductor devices, and operational amplifiers.\"}],\"search_phrases\":[\"optoelectronics lab\",\"photovoltaic detectors\",\"optical fibers\",\"LED displays\",\"ECE 313\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light detection using photovoltaic and photoconductive detectors and phototransistors.\"},{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light generation using light emitting diodes and laser diodes.\"},{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light transmission using optical fibers.\"},{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Optoisolators and optical switches.\"}],\"text\":\"Analysis and application of optoelectronic components including detectors, emitters, and fiber optics.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"title\",\"quote\":\"OPTOELECTRONICS LAB\"},{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light detection using photovoltaic and photoconductive detectors and phototransistors. Light generation using light emitting diodes and laser diodes. Light transmission using optical fibers.\"}],\"text\":\"ECE 313 OPTOELECTRONICS LAB covers the principles and applications of light detection, generation, and transmission technologies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light detection using photovoltaic and photoconductive detectors and phototransistors.\"}],\"text\":\"Light detection\"},{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light generation using light emitting diodes and laser diodes.\"}],\"text\":\"Light generation\"},{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light transmission using optical fibers.\"}],\"text\":\"Light transmission\"},{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Optoisolators and optical switches.\"}],\"text\":\"Optoisolators and optical switches\"},{\"evidence\":[{\"course_id\":\"ECE 313\",\"field\":\"description\",\"quote\":\"Light emitting diode and liquid crystal displays.\"}],\"text\":\"Displays\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_695bc3876beba1da445030ba","course_id":"ECE 313","catalog_version_id":"b1e6b942ff231838e606b0410c877d990e20a3006f0bcf63928d4d8ff61e8645","record_version_id":"d2c5b473b92ac0774e0867496bc7888a22b9db917a02820c2596377b98fe954b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"12b62f220fa47c137406b49aa368d3cd07fbeea98b2dab85f161f3d6e543c8a9","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"This was the most work for 1 credit I have ever taken. He makes you write an individual 5-8 page lab report after each lab with an abstract, background, procedure, and conclusion of everything you did in lab. Complete waste of time. You just end up rewording what the lab manual says and it takes about 5 hours. And no I'm not exaggerating.\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:36:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0d67d7fe19db15c51361dab9\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Took him a long time ago, Way too much work for a 1 credit lab course. Had another 3-4 credit course that had roughly the same or less amount of work. Eventually dropped the class. Any future students looking at this course, assume it is a 3 or 4 credit course when planning.\",\"course_id\":\"ECE 313\",\"date\":\"2022-10-29 21:18:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7a84001d6f016b9d10dffc06\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzUyMDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Makes you write a very long lab report and then looks for minuscule things to take points off for\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:38:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b091c8287949eaa057bf2439\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":3,\"review_ids\":[\"0d67d7fe19db15c51361dab9\",\"7a84001d6f016b9d10dffc06\",\"b091c8287949eaa057bf2439\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"summary\":\"Students report an excessive amount of work for a 1-credit course, particularly due to lengthy lab reports and homework that does not align with exam content.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This was the most work for 1 credit I have ever taken. He makes you write an individual 5-8 page lab report after each lab with an abstract, background, procedure, and conclusion of everything you did in lab. Complete waste of time. You just end up rewording what the lab manual says and it takes about 5 hours. And no I'm not exaggerating.\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:36:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0d67d7fe19db15c51361dab9\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Makes you write a very long lab report and then looks for minuscule things to take points off for\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:38:30 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b091c8287949eaa057bf2439\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Very difficult professor, do not take other any circumstances. He is very lecture heavy, but does not provide any recordings or any lecture notes at all on the material. Homework material really only covers 30% of the exam, with lecture material taking most of it, but does not provide any lecture materials.\",\"course_id\":\"ECE 313\",\"date\":\"2023-02-19 08:36:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d1e29fdcab90432a87ec59a2\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3NDQyNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":3,\"review_ids\":[\"0d67d7fe19db15c51361dab9\",\"b091c8287949eaa057bf2439\",\"d1e29fdcab90432a87ec59a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"summary\":\"Lab reports are described as unnecessarily long and a waste of time, with grades penalized for minuscule errors. Homework covers only a small portion of the exam material.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Hands down the worst faculty member I have encountered in ECE apartment. Make you do ridiculously amount of work and without willing to help. Online class is useless, office hours are useless. Avoid at all cost.\",\"course_id\":\"ECE 313\",\"date\":\"2020-10-06 20:46:33 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ee6b079323dd4d46896674bc\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjgyNDcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Very difficult professor, do not take other any circumstances. He is very lecture heavy, but does not provide any recordings or any lecture notes at all on the material. Homework material really only covers 30% of the exam, with lecture material taking most of it, but does not provide any lecture materials.\",\"course_id\":\"ECE 313\",\"date\":\"2023-02-19 08:36:39 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"d1e29fdcab90432a87ec59a2\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3NDQyNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":2,\"review_ids\":[\"ee6b079323dd4d46896674bc\",\"d1e29fdcab90432a87ec59a2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"The instructor is lecture-heavy but provides no recordings or notes, making it difficult for students to study. Office hours and online classes are considered useless.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Hands down the worst faculty member I have encountered in ECE apartment. Make you do ridiculously amount of work and without willing to help. Online class is useless, office hours are useless. Avoid at all cost.\",\"course_id\":\"ECE 313\",\"date\":\"2020-10-06 20:46:33 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ee6b079323dd4d46896674bc\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNjgyNDcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"Took him a long time ago, Way too much work for a 1 credit lab course. Had another 3-4 credit course that had roughly the same or less amount of work. Eventually dropped the class. Any future students looking at this course, assume it is a 3 or 4 credit course when planning.\",\"course_id\":\"ECE 313\",\"date\":\"2022-10-29 21:18:00 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7a84001d6f016b9d10dffc06\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzUyMDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"},{\"comment\":\"This was the most work for 1 credit I have ever taken. He makes you write an individual 5-8 page lab report after each lab with an abstract, background, procedure, and conclusion of everything you did in lab. Complete waste of time. You just end up rewording what the lab manual says and it takes about 5 hours. And no I'm not exaggerating.\",\"course_id\":\"ECE 313\",\"date\":\"2019-11-22 15:36:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0d67d7fe19db15c51361dab9\",\"instructor_id\":\"rmp:2542889\",\"instructor_name\":\"Srdjan Milicic\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\"}],\"evidence_count\":3,\"review_ids\":[\"ee6b079323dd4d46896674bc\",\"7a84001d6f016b9d10dffc06\",\"0d67d7fe19db15c51361dab9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2542889\",\"name\":\"Srdjan Milicic\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"summary\":\"The course is widely regarded as one of the worst in the ECE department, with students advising others to avoid it or treat it as a much heavier course than it appears.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_695bc3876beba1da445030ba","course_id":"ECE 313","catalog_version_id":"b1e6b942ff231838e606b0410c877d990e20a3006f0bcf63928d4d8ff61e8645","record_version_id":"d2c5b473b92ac0774e0867496bc7888a22b9db917a02820c2596377b98fe954b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"12b62f220fa47c137406b49aa368d3cd07fbeea98b2dab85f161f3d6e543c8a9","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d7312dd47a9d0abc788df884aa397ad6d7a13c9a829dcf8045afaba1f774791e\",\"course_id\":\"ECE 313\",\"current_instructors\":[{\"instructor_uid\":\"instructor_0e842185c1a27ccec5e6130a\",\"message\":null,\"name\":\"Srdjan Milicic\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2542889\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:36:02 +0000 UTC\",\"review_id\":\"0d67d7fe19db15c51361dab9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:38:30 +0000 UTC\",\"review_id\":\"b091c8287949eaa057bf2439\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2020-10-06 20:46:33 +0000 UTC\",\"review_id\":\"ee6b079323dd4d46896674bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMzNjgyNDcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2020-12-01 18:24:37 +0000 UTC\",\"review_id\":\"8b256a720c71ad1e3a365de8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMzOTE3NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2021-03-26 19:24:10 +0000 UTC\",\"review_id\":\"1e31c254addb58499b9f0d2a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTM0NDc4MDM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2022-10-29 21:18:00 +0000 UTC\",\"review_id\":\"7a84001d6f016b9d10dffc06\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTM2NzUyMDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2023-02-19 08:36:39 +0000 UTC\",\"review_id\":\"d1e29fdcab90432a87ec59a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTM3NDQyNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"}],\"text\":\"Srdjan Milicic is consistently described as extremely difficult with excessive workload for a one-credit course. Reviewers criticize the mandatory long lab reports as a waste of time and note that he deducts points for minor issues. He is also reported to provide no lecture notes or recordings, making exam preparation difficult.\"},{\"citations\":[{\"course_id\":\"ECE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 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grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:36:02 +0000 UTC\",\"review_id\":\"0d67d7fe19db15c51361dab9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:38:30 +0000 UTC\",\"review_id\":\"b091c8287949eaa057bf2439\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2022-10-29 21:18:00 +0000 UTC\",\"review_id\":\"7a84001d6f016b9d10dffc06\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTM2NzUyMDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"}],\"text\":\"Reviewers report that individual lab reports are disproportionately long and time-consuming for a one-credit course, often requiring five hours to complete.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2019-11-22 15:36:02 +0000 UTC\",\"review_id\":\"0d67d7fe19db15c51361dab9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMyNDYzMDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2020-10-06 20:46:33 +0000 UTC\",\"review_id\":\"ee6b079323dd4d46896674bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTMzNjgyNDcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"},{\"instructor_name\":\"Srdjan Milicic\",\"review_date\":\"2023-02-19 08:36:39 +0000 UTC\",\"review_id\":\"d1e29fdcab90432a87ec59a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTM3NDQyNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"}],\"text\":\"Srdjan Milicic’s ECE 313 course is described as difficult and unsupported, with students citing excessive workload and a lack of helpful instruction.\"},{\"citations\":[{\"course_id\":\"ECE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 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UTC\",\"review_id\":\"d1e29fdcab90432a87ec59a2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2542889\",\"source_review_id\":\"UmF0aW5nLTM3NDQyNzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2542889\",\"type\":\"review\"}],\"text\":\"Students criticize the lack of lecture notes and recordings, noting that exams rely heavily on lecture material not covered in homework or provided materials.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 313\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"source_record\":{\"entity_id\":\"85d57c9e-90b0-355f-a485-0d4931b9177b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECE 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Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]