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Tests are pretty straight forward, just use your notes. Mandatory group presentation on given topic, but not terrible. Easy exam score if you do it well.\",\"course_id\":\"ANSCI/DYSCI 320\",\"date\":\"2014-05-15 10:37:44 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ac6623fb86dc29e2aec9010c\",\"instructor_id\":\"rmp:1901880\",\"instructor_name\":\"Amin Fadl\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIzMjU0MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1901880\"},{\"comment\":\"Not a very difficult class, but Amin's speech is often very hard to understand and his lectures are very dry. The slides are visually hard to look at, and contain way too much information per slide. One group presentation in the semester, tests are multiple choice and not long. Not a bad class but you essentially end up teaching yourself.\",\"course_id\":\"ANSCI/DYSCI 320\",\"date\":\"2014-12-15 02:57:59 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cfe337f660bbc4bca562d759\",\"instructor_id\":\"rmp:1901880\",\"instructor_name\":\"Amin Fadl\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI0MDgxMjUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1901880\"},{\"comment\":\"Dhanu likes to periodically check attendance with no warning, he's extremely detail oriented and his exams are almost impossible. Expects you to memorize basically everything he says and puts on his slides, so study way ahead of time for his exams. He does however give a few opportunities for extra credit on weekly discussion posts. Had no syllabus\",\"course_id\":\"ANSCI/DYSCI 320\",\"date\":\"2017-04-26 23:37:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"3256f9558dd9cb271394d3a6\",\"instructor_id\":\"rmp:2251765\",\"instructor_name\":\"Dhanansayan Shanmuganayagam\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4MTM4NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2251765\"}],\"evidence_count\":3,\"review_ids\":[\"ac6623fb86dc29e2aec9010c\",\"cfe337f660bbc4bca562d759\",\"3256f9558dd9cb271394d3a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1901880\",\"name\":\"Amin Fadl\"},{\"id\":\"rmp:2251765\",\"name\":\"Dhanansayan Shanmuganayagam\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Workload includes mandatory group presentations and potentially heavy memorization requirements depending on the instructor, with some students feeling they have to teach themselves.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_050bac6b9bffa27f645294b6","course_id":"ANSCI/DYSCI 320","catalog_version_id":"a60d2ee38159feff19612d6fb4bd58a06545cd75c132a4a94cc516cd385bb999","record_version_id":"6177829731a4ed612a90f87f0229137b77c0607da476a05150344589afcf3d34","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"134c580b0af23b52369dc344705e166ba8dd03aed21cdf791ec4805d93c72889","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"e565cfd3ce599e57079d7f468cc7698a036a2ff7aa81a278cec0b84ace26b24c\",\"course_id\":\"ANSCI/DYSCI 320\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Dhanansayan Shanmuganayagam\",\"review_date\":\"2017-04-26 23:37:24 +0000 UTC\",\"review_id\":\"3256f9558dd9cb271394d3a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2251765\",\"source_review_id\":\"UmF0aW5nLTI4MTM4NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2251765\",\"type\":\"review\"},{\"instructor_name\":\"Dhanansayan Shanmuganayagam\",\"review_date\":\"2022-05-14 03:54:35 +0000 UTC\",\"review_id\":\"b6e74fdbb814c90183b1165a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2251765\",\"source_review_id\":\"UmF0aW5nLTM2MzM2NjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2251765\",\"type\":\"review\"}],\"text\":\"Historical reviews of Dhanansayan Shanmuganayagam: Dhanansayan Shanmuganayagam's exams are described as almost impossible, requiring memorization of lecture details and slides, with no syllabus provided. Amin Fadl's tests are considered straightforward if students use their notes, though his lectures are dry and slides are information-dense.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Amin Fadl\",\"review_date\":\"2014-05-15 10:37:44 +0000 UTC\",\"review_id\":\"ac6623fb86dc29e2aec9010c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1901880\",\"source_review_id\":\"UmF0aW5nLTIzMjU0MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1901880\",\"type\":\"review\"},{\"instructor_name\":\"Amin Fadl\",\"review_date\":\"2014-12-15 02:57:59 +0000 UTC\",\"review_id\":\"cfe337f660bbc4bca562d759\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1901880\",\"source_review_id\":\"UmF0aW5nLTI0MDgxMjUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1901880\",\"type\":\"review\"},{\"instructor_name\":\"Dhanansayan Shanmuganayagam\",\"review_date\":\"2017-04-26 23:37:24 +0000 UTC\",\"review_id\":\"3256f9558dd9cb271394d3a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2251765\",\"source_review_id\":\"UmF0aW5nLTI4MTM4NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2251765\",\"type\":\"review\"},{\"instructor_name\":\"Dhanansayan Shanmuganayagam\",\"review_date\":\"2022-05-14 03:54:35 +0000 UTC\",\"review_id\":\"b6e74fdbb814c90183b1165a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2251765\",\"source_review_id\":\"UmF0aW5nLTM2MzM2NjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2251765\",\"type\":\"review\"}],\"text\":\"No current instructor reviews exist. Historical reviews for Amin Fadl describe unclear speaking and dry lectures, though tests are straightforward. Reviews for Dhanansayan Shanmuganayagam report extreme detail orientation and difficult exams, though one student found information clear.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Amin Fadl\",\"review_date\":\"2014-05-15 10:37:44 +0000 UTC\",\"review_id\":\"ac6623fb86dc29e2aec9010c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1901880\",\"source_review_id\":\"UmF0aW5nLTIzMjU0MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1901880\",\"type\":\"review\"},{\"instructor_name\":\"Amin Fadl\",\"review_date\":\"2014-12-15 02:57:59 +0000 UTC\",\"review_id\":\"cfe337f660bbc4bca562d759\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1901880\",\"source_review_id\":\"UmF0aW5nLTI0MDgxMjUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1901880\",\"type\":\"review\"},{\"instructor_name\":\"Dhanansayan Shanmuganayagam\",\"review_date\":\"2017-04-26 23:37:24 +0000 UTC\",\"review_id\":\"3256f9558dd9cb271394d3a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2251765\",\"source_review_id\":\"UmF0aW5nLTI4MTM4NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2251765\",\"type\":\"review\"},{\"instructor_name\":\"Dhanansayan Shanmuganayagam\",\"review_date\":\"2022-05-14 03:54:35 +0000 UTC\",\"review_id\":\"b6e74fdbb814c90183b1165a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2251765\",\"source_review_id\":\"UmF0aW5nLTM2MzM2NjIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2251765\",\"type\":\"review\"}],\"text\":\"Historical reviews of Amin Fadl, Dhanansayan Shanmuganayagam: Reviews describe a course with varying difficulty and instructor styles, ranging from straightforward exams to nearly impossible tests. Students report that preparation is essential, as some instructors require self-teaching or memorization of detailed lecture content.\"},{\"citations\":[{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.57 GPA, 74.4% A/AB (n=90 letter grades); Spring 2025: 3.78 GPA, 88.4% A/AB (n=86 letter grades); Spring 2026: 3.60 GPA, 74.4% A/AB (n=121 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Amin Fadl\",\"review_date\":\"2014-05-15 10:37:44 +0000 UTC\",\"review_id\":\"ac6623fb86dc29e2aec9010c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1901880\",\"source_review_id\":\"UmF0aW5nLTIzMjU0MDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1901880\",\"type\":\"review\"},{\"instructor_name\":\"Amin Fadl\",\"review_date\":\"2014-12-15 02:57:59 +0000 UTC\",\"review_id\":\"cfe337f660bbc4bca562d759\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1901880\",\"source_review_id\":\"UmF0aW5nLTI0MDgxMjUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1901880\",\"type\":\"review\"},{\"instructor_name\":\"Dhanansayan Shanmuganayagam\",\"review_date\":\"2017-04-26 23:37:24 +0000 UTC\",\"review_id\":\"3256f9558dd9cb271394d3a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2251765\",\"source_review_id\":\"UmF0aW5nLTI4MTM4NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2251765\",\"type\":\"review\"}],\"text\":\"Historical reviews of Amin Fadl, Dhanansayan Shanmuganayagam: Amin Fadl attempts to involve students but has unclear speech and visually difficult slides. Dhanansayan Shanmuganayagam checks attendance unexpectedly and offers extra credit via weekly discussion posts, though one review notes a lack of syllabus.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"AMIN FADL is recorded teaching in Spring 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ANSCI/DYSCI 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"source_record\":{\"entity_id\":\"dbe91c3c-3d6c-3f68-b8e4-459bb87802e3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"DHANANSAYAN SHANMUGANAYAGAM is recorded teaching in Spring 2022, Spring 2023, Spring 2024. 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":true}]