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Fall 2024: 3.22 GPA, 63.0% A/AB (n=27 letter grades); Fall 2025: 3.46 GPA, 75.0% A/AB (n=24 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"chirag gupta\",\"review_date\":\"2024-02-06 01:26:11 +0000 UTC\",\"review_id\":\"c21e9e83f72aedd565be3074\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2916710\",\"source_review_id\":\"UmF0aW5nLTM4OTU0MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2916710\",\"type\":\"review\"}],\"text\":\"The workload includes a handful of homeworks, three challenging but fair exams, and a significant final project.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"chirag gupta\",\"review_date\":\"2024-02-06 01:26:11 +0000 UTC\",\"review_id\":\"c21e9e83f72aedd565be3074\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2916710\",\"source_review_id\":\"UmF0aW5nLTM4OTU0MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2916710\",\"type\":\"review\"},{\"instructor_name\":\"chirag gupta\",\"review_date\":\"2026-01-31 09:40:20 +0000 UTC\",\"review_id\":\"0e019e3bbb360d79bda306a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2916710\",\"source_review_id\":\"UmF0aW5nLTQyNTcwMTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2916710\",\"type\":\"review\"}],\"text\":\"Chirag Gupta is a highly recommended instructor who prioritizes intuitive understanding over rote memorization, delivering engaging lectures that connect theory to industry challenges.\"},{\"citations\":[{\"course_id\":\"ECE 548\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE 548\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECE 548\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.47 GPA, 76.5% A/AB (n=17 letter grades); Fall 2024: 3.22 GPA, 63.0% A/AB (n=27 letter grades); Fall 2025: 3.46 GPA, 75.0% A/AB (n=24 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"chirag gupta\",\"review_date\":\"2024-02-06 01:26:11 +0000 UTC\",\"review_id\":\"c21e9e83f72aedd565be3074\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2916710\",\"source_review_id\":\"UmF0aW5nLTM4OTU0MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2916710\",\"type\":\"review\"},{\"instructor_name\":\"chirag gupta\",\"review_date\":\"2026-01-31 09:40:20 +0000 UTC\",\"review_id\":\"0e019e3bbb360d79bda306a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2916710\",\"source_review_id\":\"UmF0aW5nLTQyNTcwMTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2916710\",\"type\":\"review\"}],\"text\":\"Students find lectures clear and helpful, though one review notes the course is somewhat disorganized.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 548\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"source_record\":{\"entity_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECE 548\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"source_record\":{\"entity_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECE 548\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"source_record\":{\"entity_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE 548\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"source_record\":{\"entity_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECE 548\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"source_record\":{\"entity_id\":\"a2d15e23-8262-3fb9-851b-f9fe4d15afc9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"CHIRAG GUPTA is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. 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}]