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Explore textile construction, performance, fabric aesthetics, durability, comfort, care and sustainability as related to design practices, serviceability of fibers, yarns, weaves and knits as well as dyed and printed fabrics.\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Introduction to the science of textiles covering fiber properties, fabric behavior, construction, and sustainability in relation to design practices.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS 251\",\"field\":\"description\",\"quote\":\"Explore textile construction, performance, fabric aesthetics, durability, comfort, care and sustainability as related to design practices\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Textile construction, performance, and sustainability\"},{\"evidence\":[{\"course_id\":\"DS 251\",\"field\":\"description\",\"quote\":\"serviceability of fibers, yarns, weaves and knits as well as dyed and printed fabrics\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Fibers, yarns, weaves, knits, and dyed/printed fabrics\"},{\"evidence\":[{\"course_id\":\"DS 251\",\"field\":\"description\",\"quote\":\"Case studies of sustainable designers and sustainability frameworks are referenced for responsible material choices.\",\"source_url\":\"https://guide.wisc.edu/courses/ds/\"}],\"text\":\"Sustainable design case studies and frameworks\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6de0da8ba5cfb7878377f33a","course_id":"DS 251","catalog_version_id":"4bb85206c496d84e214737e86b3e510e46f2a6bfae3845acc38373da430bd360","record_version_id":"97a8ac12b9b8c338908076fd1b54f1689aedd4cb5c037cc83b63b00e1b4943a7","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"2dade5e4dded8c0ad5fef549eaddbd8351ca1fa8f2e9cf0e9da1ccf497730b2d","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Impossible class. Know your chemistry. Very few people get A's. Majid could do a better job of explaining the material and taking time for everyone to understand but he wants to move through it all quite fast. There really should be a discussion section or a lab for this class to help. He tries but unless you work really really hard all year, no A\",\"course_id\":\"DS 251\",\"date\":\"2009-05-13 23:23:12 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fb1a02c420c54fe575b6d52c\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1ODMzNjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"},{\"comment\":\"Difficult to understand.  He reads the his power point in lecture.  Tests are easy though if you study from the book.\",\"course_id\":\"DS 251\",\"date\":\"2009-05-19 14:37:32 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f0968cbb6f0d4e9dc2c6fbb4\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1ODY2Nzcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"},{\"comment\":\"As others have stated, the lectures are simply read word for word. You're better off reading the book and using Google to help study for exams. Don't bother taking notes because you won't have time to write it all down - and most of the time what is said in lecture will contradict what the book says. Buy the book, don't bother with the swatch kit.\",\"course_id\":\"DS 251\",\"date\":\"2015-05-10 18:43:22 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"320a59f47dc155651046203d\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI0NzkxNDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"}],\"evidence_count\":3,\"review_ids\":[\"fb1a02c420c54fe575b6d52c\",\"f0968cbb6f0d4e9dc2c6fbb4\",\"320a59f47dc155651046203d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:848131\",\"name\":\"Majid Sarmadi\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2009\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:848131\",\"summary\":\"Cited reviews criticize Majid Sarmadi for reading from PowerPoint slides, moving too fast, and failing to explain material clearly.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Impossible class. Know your chemistry. Very few people get A's. Majid could do a better job of explaining the material and taking time for everyone to understand but he wants to move through it all quite fast. There really should be a discussion section or a lab for this class to help. He tries but unless you work really really hard all year, no A\",\"course_id\":\"DS 251\",\"date\":\"2009-05-13 23:23:12 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fb1a02c420c54fe575b6d52c\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE1ODMzNjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"},{\"comment\":\"As an Interior Design major I felt this class was useless to my major. Only the content on the first exam applies to interior design everything else is for Textile and Apparel design. His jokes aren't that funny and by the end of the semester you're usually fed up with his class.  Think you studied well for the exams...think again!\",\"course_id\":\"DS 251\",\"date\":\"2010-05-05 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7eb8c077fd8e05a128fb4b70\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE3MTMwMTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"}],\"evidence_count\":2,\"review_ids\":[\"fb1a02c420c54fe575b6d52c\",\"7eb8c077fd8e05a128fb4b70\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:848131\",\"name\":\"Majid Sarmadi\"}],\"review_year_end\":\"2010\",\"review_year_start\":\"2009\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:848131\",\"summary\":\"Students describe Majid Sarmadi's class as difficult with a high workload, noting that only very hard work leads to top grades.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Difficult to understand.  He reads the his power point in lecture.  Tests are easy though if you study from the book.\",\"course_id\":\"DS 251\",\"date\":\"2009-05-19 14:37:32 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f0968cbb6f0d4e9dc2c6fbb4\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1ODY2Nzcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"},{\"comment\":\"As an Interior Design major I felt this class was useless to my major. Only the content on the first exam applies to interior design everything else is for Textile and Apparel design. His jokes aren't that funny and by the end of the semester you're usually fed up with his class.  Think you studied well for the exams...think again!\",\"course_id\":\"DS 251\",\"date\":\"2010-05-05 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7eb8c077fd8e05a128fb4b70\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE3MTMwMTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"}],\"evidence_count\":2,\"review_ids\":[\"f0968cbb6f0d4e9dc2c6fbb4\",\"7eb8c077fd8e05a128fb4b70\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:848131\",\"name\":\"Majid Sarmadi\"}],\"review_year_end\":\"2010\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:848131\",\"summary\":\"Feedback on assessments in Majid Sarmadi's course is mixed; some find tests easy if studying from the book, while others feel exams contradict lecture content.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Very long lectures but he tries to make them interesting. He is very proud of his achievements and talks about them a lot. Overall I learned a lot of his class but it was not super enjoyable.\",\"course_id\":\"DS 251\",\"date\":\"2020-05-09 02:31:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8e3342aa91a6c9454d0764ae\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzMjQ3MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"}],\"evidence_count\":1,\"review_ids\":[\"8e3342aa91a6c9454d0764ae\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:848131\",\"name\":\"Majid Sarmadi\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:848131\",\"summary\":\"One reviewer states they learned a lot from Majid Sarmadi's class but found it not super enjoyable due to long lectures.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6de0da8ba5cfb7878377f33a","course_id":"DS 251","catalog_version_id":"4bb85206c496d84e214737e86b3e510e46f2a6bfae3845acc38373da430bd360","record_version_id":"97a8ac12b9b8c338908076fd1b54f1689aedd4cb5c037cc83b63b00e1b4943a7","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"2dade5e4dded8c0ad5fef549eaddbd8351ca1fa8f2e9cf0e9da1ccf497730b2d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"7735452fe2cb83778bd4a5b52a4cc6ac56468ae673f8458ca3f90eba31762f2c\",\"course_id\":\"DS 251\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2009-05-13 23:23:12 +0000 UTC\",\"review_id\":\"fb1a02c420c54fe575b6d52c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTE1ODMzNjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2015-05-10 18:43:22 +0000 UTC\",\"review_id\":\"320a59f47dc155651046203d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTI0NzkxNDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"One student reported that very few people received A's, requiring hard work throughout the year. Another advised buying the book because lecture notes were often contradictory and difficult to keep up with.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2009-05-13 23:23:12 +0000 UTC\",\"review_id\":\"fb1a02c420c54fe575b6d52c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTE1ODMzNjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2020-05-09 02:31:47 +0000 UTC\",\"review_id\":\"8e3342aa91a6c9454d0764ae\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTMzMjQ3MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students found the class challenging, with one describing it as impossible to master without extensive effort. Another noted that while the lectures were long, they attempted to engage students, though the overall experience was not super enjoyable.\"},{\"citations\":[{\"course_id\":\"DS 251\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"DS 251\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"DS 251\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.90 GPA, 93.0% A/AB (n=43 letter grades); Spring 2025: 3.32 GPA, 60.0% A/AB (n=30 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=36 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2009-05-19 14:37:32 +0000 UTC\",\"review_id\":\"f0968cbb6f0d4e9dc2c6fbb4\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTE1ODY2Nzcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2015-05-10 18:43:22 +0000 UTC\",\"review_id\":\"320a59f47dc155651046203d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTI0NzkxNDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students criticized the teaching style, noting that the instructor read from PowerPoint slides word-for-word. This approach made the material difficult to understand, leading some to rely solely on the textbook for study.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"DS 251\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"source_record\":{\"entity_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"DS 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Think you studied well for the exams...think again!\",\"course_id\":\"DS 251\",\"date\":\"2010-05-05 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7eb8c077fd8e05a128fb4b70\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE3MTMwMTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"}],\"evidence_count\":2,\"review_ids\":[\"fb1a02c420c54fe575b6d52c\",\"7eb8c077fd8e05a128fb4b70\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:848131\",\"name\":\"Majid Sarmadi\"}],\"review_year_end\":\"2010\",\"review_year_start\":\"2009\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:848131\",\"summary\":\"Students describe Majid Sarmadi's class as difficult with a high workload, noting that only very hard work leads to top grades.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Difficult to understand.  He reads the his power point in lecture.  Tests are easy though if you study from the book.\",\"course_id\":\"DS 251\",\"date\":\"2009-05-19 14:37:32 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"f0968cbb6f0d4e9dc2c6fbb4\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1ODY2Nzcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"},{\"comment\":\"As an Interior Design major I felt this class was useless to my major. Only the content on the first exam applies to interior design everything else is for Textile and Apparel design. His jokes aren't that funny and by the end of the semester you're usually fed up with his class.  Think you studied well for the exams...think again!\",\"course_id\":\"DS 251\",\"date\":\"2010-05-05 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7eb8c077fd8e05a128fb4b70\",\"instructor_id\":\"rmp:848131\",\"instructor_name\":\"Majid Sarmadi\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE3MTMwMTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\"}],\"evidence_count\":2,\"review_ids\":[\"f0968cbb6f0d4e9dc2c6fbb4\",\"7eb8c077fd8e05a128fb4b70\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:848131\",\"name\":\"Majid Sarmadi\"}],\"review_year_end\":\"2010\",\"review_year_start\":\"2009\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:848131\",\"summary\":\"Feedback on assessments in Majid Sarmadi's course is mixed; some find tests easy if studying from the book, while others feel exams contradict lecture content.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Very long lectures but he tries to make them interesting. 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Success reportedly requires significant independent study using the textbook rather than relying on lecture content.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2009-05-13 23:23:12 +0000 UTC\",\"review_id\":\"fb1a02c420c54fe575b6d52c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTE1ODMzNjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2009-05-19 14:37:32 +0000 UTC\",\"review_id\":\"f0968cbb6f0d4e9dc2c6fbb4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTE1ODY2Nzcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2010-05-05 18:19:09 +0000 UTC\",\"review_id\":\"7eb8c077fd8e05a128fb4b70\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTE3MTMwMTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2015-05-10 18:43:22 +0000 UTC\",\"review_id\":\"320a59f47dc155651046203d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTI0NzkxNDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2020-05-09 02:31:47 +0000 UTC\",\"review_id\":\"8e3342aa91a6c9454d0764ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTMzMjQ3MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"}],\"text\":\"Historical reviews for Majid Sarmadi describe a difficult course with fast-paced, lecture-heavy instruction that many found hard to follow. While some students felt the material was useless for their major or that lectures contradicted the textbook, others noted he tried to make classes interesting and that exams were manageable with book study.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2009-05-13 23:23:12 +0000 UTC\",\"review_id\":\"fb1a02c420c54fe575b6d52c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTE1ODMzNjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2009-05-19 14:37:32 +0000 UTC\",\"review_id\":\"f0968cbb6f0d4e9dc2c6fbb4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTE1ODY2Nzcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2010-05-05 18:19:09 +0000 UTC\",\"review_id\":\"7eb8c077fd8e05a128fb4b70\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTE3MTMwMTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2015-05-10 18:43:22 +0000 UTC\",\"review_id\":\"320a59f47dc155651046203d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTI0NzkxNDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2020-05-09 02:31:47 +0000 UTC\",\"review_id\":\"8e3342aa91a6c9454d0764ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTMzMjQ3MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"}],\"text\":\"Majid Sarmadi’s DS 251 is historically described as difficult and fast-paced, with lectures that often read directly from slides. While some find the material confusing or irrelevant to their major, others note that studying the textbook can make exams manageable.\"},{\"citations\":[{\"course_id\":\"DS 251\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"DS 251\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"DS 251\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.90 GPA, 93.0% A/AB (n=43 letter grades); Spring 2025: 3.32 GPA, 60.0% A/AB (n=30 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=36 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2010-05-05 18:19:09 +0000 UTC\",\"review_id\":\"7eb8c077fd8e05a128fb4b70\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTE3MTMwMTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"},{\"instructor_name\":\"Majid Sarmadi\",\"review_date\":\"2020-05-09 02:31:47 +0000 UTC\",\"review_id\":\"8e3342aa91a6c9454d0764ae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:848131\",\"source_review_id\":\"UmF0aW5nLTMzMjQ3MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/848131\",\"type\":\"review\"}],\"text\":\"Historical reviews of Majid Sarmadi: Students found the lectures long and the instructor’s personal anecdotes distracting. One reviewer felt the content was useless for their major, while another learned a lot but found the experience not super enjoyable due to the instructor's pride in his achievements.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"DS 251\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"source_record\":{\"entity_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"DS 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251\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"source_record\":{\"entity_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"DS 251\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"source_record\":{\"entity_id\":\"b72d34c5-6a6a-3ed1-ba3f-d2a3f1f3245b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"MAJID SARMADI is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2015, Spring 2016, Spring 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Spring 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":false}]