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We only had three homework sets when we should have had one weekly, the prelab quizzes were unpredictable, and the lectures always went long. It took him over a 1.5 months to grade our first exam and many of our labs were not graded until the last few weeks. It's an easy class, just a frustrating one at times.\",\"course_id\":\"BME/ECE 462\",\"date\":\"2021-08-09 20:28:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6dd3059c3d1ef29347a58e3f\",\"instructor_id\":\"rmp:344130\",\"instructor_name\":\"Amit Nimunkar\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM1MDE2NTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344130\"}],\"evidence_count\":1,\"review_ids\":[\"6dd3059c3d1ef29347a58e3f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:344130\",\"name\":\"Amit Nimunkar\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Grading was extremely slow, taking over 1.5 months for exams and weeks for labs.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Amit is more than a prof, he can be your friend. I once asked him to regrade my hw. he deducted more points than it was but wrote 300+ words with references proving I was wrong. RESPECT\",\"course_id\":\"BME/ECE 462\",\"date\":\"2021-01-21 20:19:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"889c39638932353d7c421bcb\",\"instructor_id\":\"rmp:344130\",\"instructor_name\":\"Amit Nimunkar\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MzAzNjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344130\"},{\"comment\":\"This class was a mess in fall 2020. We only had three homework sets when we should have had one weekly, the prelab quizzes were unpredictable, and the lectures always went long. It took him over a 1.5 months to grade our first exam and many of our labs were not graded until the last few weeks. It's an easy class, just a frustrating one at times.\",\"course_id\":\"BME/ECE 462\",\"date\":\"2021-08-09 20:28:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"6dd3059c3d1ef29347a58e3f\",\"instructor_id\":\"rmp:344130\",\"instructor_name\":\"Amit Nimunkar\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM1MDE2NTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344130\"},{\"comment\":\"Very kind and wholesome, I never missed attendance because of that, even if I had no idea what was going on content wise. He is great at explaining the concepts and I am excited to take 463 next. \",\"course_id\":\"BME/ECE 462\",\"date\":\"2025-12-12 23:16:09 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"225dde4dd29f3e1590c93a0e\",\"instructor_id\":\"rmp:344130\",\"instructor_name\":\"Amit Nimunkar\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMjE3Njk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344130\"}],\"evidence_count\":3,\"review_ids\":[\"889c39638932353d7c421bcb\",\"6dd3059c3d1ef29347a58e3f\",\"225dde4dd29f3e1590c93a0e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:344130\",\"name\":\"Amit Nimunkar\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"While the instructor is respected and kind, the course management and grading efficiency were frustrating.\"}]}","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_758e73af380877aee172659d","course_id":"BME/ECE 462","catalog_version_id":"6b3db11cdea202a6cd403953fdf66bbab14d8a721ace9faf003e4c434e8d25a7","record_version_id":"c297a075d3b6540e24813f4af671f5c1c88fb29f45e23a5cf369776333893fae","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b4745a5c61c316ad8db6aa01bdcddf00e88606dd3163e69cca5894e89523dcbf","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"759458bcb5c05abced5a4593754b0c8d11f4d3e4a7e2e844905f43806c1132c4\",\"course_id\":\"BME/ECE 462\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6d9ed322e07081df1d6519bd\",\"message\":null,\"name\":\"Amit Nimunkar\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:344130\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Amit Nimunkar\",\"review_date\":\"2021-01-21 20:19:38 +0000 UTC\",\"review_id\":\"889c39638932353d7c421bcb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:344130\",\"source_review_id\":\"UmF0aW5nLTM0MzAzNjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344130\",\"type\":\"review\"},{\"instructor_name\":\"Amit Nimunkar\",\"review_date\":\"2025-12-12 23:16:09 +0000 UTC\",\"review_id\":\"225dde4dd29f3e1590c93a0e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:344130\",\"source_review_id\":\"UmF0aW5nLTQyMjE3Njk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344130\",\"type\":\"review\"}],\"text\":\"Amit Nimunkar is described as kind, wholesome, and an excellent explainer of concepts, fostering strong student rapport. However, one reviewer notes that while respectful, his grading feedback can be overly detailed and critical when disputes arise.\"},{\"citations\":[{\"instructor_name\":\"Amit Nimunkar\",\"review_date\":\"2021-08-09 20:28:01 +0000 UTC\",\"review_id\":\"6dd3059c3d1ef29347a58e3f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:344130\",\"source_review_id\":\"UmF0aW5nLTM1MDE2NTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344130\",\"type\":\"review\"}],\"text\":\"A reviewer from a 2021 review describes the course structure as disorganized, citing unpredictable prelab quizzes, inconsistent homework frequency, and significant delays in grading exams and labs, which created a frustrating experience despite the class being easy.\"},{\"citations\":[{\"course_id\":\"BME/ECE 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easy, though one review notes irregular homework, unpredictable prelab quizzes, and delayed grading.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Amit Nimunkar\",\"review_date\":\"2021-01-21 20:19:38 +0000 UTC\",\"review_id\":\"889c39638932353d7c421bcb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:344130\",\"source_review_id\":\"UmF0aW5nLTM0MzAzNjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344130\",\"type\":\"review\"},{\"instructor_name\":\"Amit Nimunkar\",\"review_date\":\"2025-12-12 23:16:09 +0000 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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":true}]