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Reviewers note that lectures often involve case study walkthroughs with code, and the grading is clear and lenient, including practice exams.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Eftychios Sifakis\",\"review_date\":\"2026-04-21 20:34:15 +0000 UTC\",\"review_id\":\"49226b50a7c050857a4d0322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1727820\",\"source_review_id\":\"UmF0aW5nLTQyODkxNzUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1727820\",\"type\":\"review\"}],\"text\":\"Historical reviews for Eftychios Sifakis describe an interesting and highly recommended course with clear, lenient grading and helpful practice exams.\"},{\"citations\":[{\"course_id\":\"COMPSCI 557\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"76538f67-2e4f-381f-bbc1-670ec809fbcc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 557\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"76538f67-2e4f-381f-bbc1-670ec809fbcc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.53 GPA, 79.3% A/AB (n=58 letter grades); Spring 2026: 3.56 GPA, 76.2% A/AB (n=80 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Eftychios Sifakis\",\"review_date\":\"2026-04-21 20:34:15 +0000 UTC\",\"review_id\":\"49226b50a7c050857a4d0322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1727820\",\"source_review_id\":\"UmF0aW5nLTQyODkxNzUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1727820\",\"type\":\"review\"}],\"text\":\"Historical reviews of Eftychios Sifakis: Students find the case-study-based lectures and code walkthroughs engaging, and appreciate the clear grading structure and provided practice exams.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 557\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"76538f67-2e4f-381f-bbc1-670ec809fbcc\",\"source_record\":{\"entity_id\":\"76538f67-2e4f-381f-bbc1-670ec809fbcc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 557\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"76538f67-2e4f-381f-bbc1-670ec809fbcc\",\"source_record\":{\"entity_id\":\"76538f67-2e4f-381f-bbc1-670ec809fbcc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"EFTYCHIOS SIFAKIS is recorded teaching in 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":false}]