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Reviewers highlight her engaging teaching style and genuine dedication, with one calling her the best professor they have encountered.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Qinglai He\",\"review_date\":\"2025-11-15 05:17:15 +0000 UTC\",\"review_id\":\"0547050a6abb4dbfeade269f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2909003\",\"source_review_id\":\"UmF0aW5nLTQxODcyOTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2909003\",\"type\":\"review\"},{\"instructor_name\":\"Qinglai He\",\"review_date\":\"2026-04-20 01:25:47 +0000 UTC\",\"review_id\":\"8569b1c90d5a7a55596c7394\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2909003\",\"source_review_id\":\"UmF0aW5nLTQyODcyNjMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2909003\",\"type\":\"review\"}],\"text\":\"Historical reviews for Qinglai He describe an exceptionally engaging and caring instructor who is passionate about her topics and deeply wants students to succeed.\"},{\"citations\":[{\"course_id\":\"INFOSYS 423\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 423\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 423\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.44 GPA, 66.7% A/AB (n=9 letter grades); Spring 2025: 3.50 GPA, 69.1% A/AB (n=55 letter grades); Spring 2026: 3.64 GPA, 82.1% A/AB (n=67 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Qinglai He\",\"review_date\":\"2025-11-15 05:17:15 +0000 UTC\",\"review_id\":\"0547050a6abb4dbfeade269f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2909003\",\"source_review_id\":\"UmF0aW5nLTQxODcyOTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2909003\",\"type\":\"review\"},{\"instructor_name\":\"Qinglai He\",\"review_date\":\"2026-04-20 01:25:47 +0000 UTC\",\"review_id\":\"8569b1c90d5a7a55596c7394\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2909003\",\"source_review_id\":\"UmF0aW5nLTQyODcyNjMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2909003\",\"type\":\"review\"}],\"text\":\"Historical reviews of Qinglai He: Students found the class highly engaging due to the instructor's passion, describing her as sweet and genuinely good at her job.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"INFOSYS 423\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"source_record\":{\"entity_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 423\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"source_record\":{\"entity_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 423\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"source_record\":{\"entity_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 423\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"source_record\":{\"entity_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 423\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"source_record\":{\"entity_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 423\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"source_record\":{\"entity_id\":\"3f119325-5389-3a86-9217-82da3aaa7b91\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"QINGLAI HE is recorded teaching in Spring 2024, Spring 2025, 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":true}]