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The content is important and interesting, with great guest speakers, BUT the quizzes and exams are in place to trick you not test your knowledge. Tested on specific, not emphasized, statistics and questions worded to trick you. Would NOT recommend.\",\"course_id\":\"ENVIRST/POPHLTH 471\",\"date\":\"2026-04-27 17:34:06 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b714d1a51bdc9ea61e29bb82\",\"instructor_id\":\"rmp:3133998\",\"instructor_name\":\"Vijay Limaye\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyOTQzOTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\"},{\"comment\":\"Its never really him teaching. The guest speakers are great but its never him teaching. 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Grades tend to take a long time to be returned, which makes it harder to know how you're doing.Whenever he taught, the lectures were honestly pretty boring and hard to stay engaged in, but the guest lectures were actually really interesting and much more engaging.\",\"course_id\":\"ENVIRST/POPHLTH 471\",\"date\":\"2026-05-06 17:54:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"faae3a6ed5358cba9c87e957\",\"instructor_id\":\"rmp:3133998\",\"instructor_name\":\"Vijay Limaye\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDQ3NTIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\"}],\"evidence_count\":3,\"review_ids\":[\"b714d1a51bdc9ea61e29bb82\",\"7eeeee2530170e5615e16d76\",\"faae3a6ed5358cba9c87e957\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3133998\",\"name\":\"Vijay Limaye\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:3133998\",\"summary\":\"Cited reviews criticize Vijay Limaye's quizzes and exams for being specific, tricky, and based on emphasized material, with one reviewer stating they would not recommend the course due to this assessment style.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Its never really him teaching. 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Assessments were based on a few exams and assignments, with grades taking a long time to return. 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The guest speakers are great but its never him teaching. His test and exams are very specific from readings and lectures. \",\"course_id\":\"ENVIRST/POPHLTH 471\",\"date\":\"2026-05-05 19:11:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7eeeee2530170e5615e16d76\",\"instructor_id\":\"rmp:3133998\",\"instructor_name\":\"Vijay Limaye\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQzMDM0NTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\"},{\"comment\":\"This professor is a tough grader, the class is based on only a few assignments/exams. 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The guest speakers are great but its never him teaching. His test and exams are very specific from readings and lectures. \",\"course_id\":\"ENVIRST/POPHLTH 471\",\"date\":\"2026-05-05 19:11:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7eeeee2530170e5615e16d76\",\"instructor_id\":\"rmp:3133998\",\"instructor_name\":\"Vijay Limaye\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQzMDM0NTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\"},{\"comment\":\"This professor is a tough grader, the class is based on only a few assignments/exams. 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His test and exams are very specific from readings and lectures. \",\"course_id\":\"ENVIRST/POPHLTH 471\",\"date\":\"2026-05-05 19:11:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7eeeee2530170e5615e16d76\",\"instructor_id\":\"rmp:3133998\",\"instructor_name\":\"Vijay Limaye\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQzMDM0NTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\"},{\"comment\":\"This professor is a tough grader, the class is based on only a few assignments/exams. Grades tend to take a long time to be returned, which makes it harder to know how you're doing.Whenever he taught, the lectures were honestly pretty boring and hard to stay engaged in, but the guest lectures were actually really interesting and much more engaging.\",\"course_id\":\"ENVIRST/POPHLTH 471\",\"date\":\"2026-05-06 17:54:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"faae3a6ed5358cba9c87e957\",\"instructor_id\":\"rmp:3133998\",\"instructor_name\":\"Vijay Limaye\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDQ3NTIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\"}],\"evidence_count\":3,\"review_ids\":[\"b714d1a51bdc9ea61e29bb82\",\"7eeeee2530170e5615e16d76\",\"faae3a6ed5358cba9c87e957\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3133998\",\"name\":\"Vijay Limaye\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"mixed\",\"summary\":\"While the content is important and guest speakers are great, the teaching style and grading practices are highly criticized.\"}]}","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_4fc200fc2d67eb05bf16a3de","course_id":"ENVIRST/POPHLTH 471","catalog_version_id":"c07adfb6303ec3b56435b882c1410e6151262764723604828e758818d16daa01","record_version_id":"a83a8d02e92c748110a34a30460512043ba11aad07e336c0455d5bad78dd6ad7","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"1166a1795eeefe8236401fc5152ee2588701bc99192489f9a5f48af975b56685","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"239bfa6b4e9b73531544f1d31441919038185944a8ebd311ce381bfa40cd98b9\",\"course_id\":\"ENVIRST/POPHLTH 471\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-04-27 17:34:06 +0000 UTC\",\"review_id\":\"b714d1a51bdc9ea61e29bb82\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQyOTQzOTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"},{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-05-05 19:11:53 +0000 UTC\",\"review_id\":\"7eeeee2530170e5615e16d76\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQzMDM0NTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"},{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-05-06 17:54:24 +0000 UTC\",\"review_id\":\"faae3a6ed5358cba9c87e957\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQzMDQ3NTIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"}],\"text\":\"Historical reviews of Vijay Limaye: Exams and quizzes are described as tricky and specific, relying heavily on a few assignments with delayed grade returns.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-04-27 17:34:06 +0000 UTC\",\"review_id\":\"b714d1a51bdc9ea61e29bb82\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQyOTQzOTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"},{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-05-05 19:11:53 +0000 UTC\",\"review_id\":\"7eeeee2530170e5615e16d76\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQzMDM0NTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"},{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-05-06 17:54:24 +0000 UTC\",\"review_id\":\"faae3a6ed5358cba9c87e957\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQzMDQ3NTIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"}],\"text\":\"Historical reviews of Vijay Limaye: Vijay Limaye's lectures are described as boring and hard to engage with, with students noting he rarely teaches directly. Reviewers criticize his exams for being tricky and overly specific, while praising the guest speakers as the course's highlight.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-04-27 17:34:06 +0000 UTC\",\"review_id\":\"b714d1a51bdc9ea61e29bb82\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQyOTQzOTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"},{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-05-05 19:11:53 +0000 UTC\",\"review_id\":\"7eeeee2530170e5615e16d76\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQzMDM0NTEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"},{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-05-06 17:54:24 +0000 UTC\",\"review_id\":\"faae3a6ed5358cba9c87e957\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQzMDQ3NTIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"}],\"text\":\"Historical reviews for Vijay Limaye describe a course with engaging guest speakers but a frustrating experience due to tricky exams and slow grading.\"},{\"citations\":[{\"course_id\":\"ENVIRST/POPHLTH 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8cf6ac72-47ff-3a03-8cc3-8b6cc6b72fcc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ENVIRST/POPHLTH 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8cf6ac72-47ff-3a03-8cc3-8b6cc6b72fcc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ENVIRST/POPHLTH 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8cf6ac72-47ff-3a03-8cc3-8b6cc6b72fcc\",\"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, 72.6% A/AB (n=168 letter grades); Spring 2025: 3.67 GPA, 83.5% A/AB (n=158 letter grades); Spring 2026: 3.40 GPA, 72.0% A/AB (n=82 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-04-27 17:34:06 +0000 UTC\",\"review_id\":\"b714d1a51bdc9ea61e29bb82\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQyOTQzOTY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"},{\"instructor_name\":\"Vijay Limaye\",\"review_date\":\"2026-05-06 17:54:24 +0000 UTC\",\"review_id\":\"faae3a6ed5358cba9c87e957\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133998\",\"source_review_id\":\"UmF0aW5nLTQzMDQ3NTIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133998\",\"type\":\"review\"}],\"text\":\"Historical reviews of Vijay Limaye: Guest lectures are praised as interesting, while Limaye's own lectures are criticized as boring and hard to follow.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ENVIRST/POPHLTH 471\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8cf6ac72-47ff-3a03-8cc3-8b6cc6b72fcc\",\"source_record\":{\"entity_id\":\"8cf6ac72-47ff-3a03-8cc3-8b6cc6b72fcc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"VIJAY LIMAYE is recorded teaching in Spring 2026. 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}]