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This means you get to learn a lot in this very skills- and project-heavy class from somebody who does it in the same kinds of settings you will when you graduate. He knows his stuff, is fun, and very helpful. Highly recommended!\",\"course_id\":\"ECE 551\",\"date\":\"2013-03-24 00:31:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"81aa34443515e62c25795aff\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Eric knows the content from the most practical point of view - experience in working with Intel and other companies. His lectures may not be very clearcut as some people would want, but go to his lectures and listen to what he has to say. Project depends largely on your team, and other design courses, so save some time. Tests were usual - bit long.\",\"course_id\":\"ECE 551\",\"date\":\"2014-12-21 12:09:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"47ac3ce2735c8c3a867dc3ba\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0MTYwODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"One of the worst professors I have ever had.  Just reads off lecture slides in class that someone else wrote.  I wish I could give negative values for his interest level.  His project is the most convoluted piece of junk I have ever had to work on.  He does not know what is going on in the class, nor does he care.  Avoid this terrible professor!\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:59 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b9ca3481c93a5dd6d8249fc7\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"81aa34443515e62c25795aff\",\"47ac3ce2735c8c3a867dc3ba\",\"d7f146ab45d67e5e4dc5c0b6\",\"b9ca3481c93a5dd6d8249fc7\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors like Eric Hoffman and Younghyun Kim are praised for clear explanations and industry insights, while Parmesh Ramanathan is criticized for poor lecturing and lack of clarity.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Amazing professor working in a class whose format is outdated. Excellent at applying what you learn to real life, since he runs his own consulting business. Good at helping you understand material without talking down to you. Tests are a bit funky, and the project will challenge the hell out of you, but totally worth it. Favorite ECE Professor yet!\",\"course_id\":\"ECE 551\",\"date\":\"2007-12-08 12:43:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b43a9ff625ad96f383430535\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzc2MTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Pretty good professor. Go to lecture and you'll learn everything you need. The semester project is a lot of work, so don't procrastinate too much.\",\"course_id\":\"ECE 551\",\"date\":\"2011-05-13 22:45:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7d8ad3077a507cd23dc51ac6\",\"instructor_id\":\"rmp:1579889\",\"instructor_name\":\"Anthony Gregerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"b43a9ff625ad96f383430535\",\"7d8ad3077a507cd23dc51ac6\",\"d7f146ab45d67e5e4dc5c0b6\",\"111b066f3d94c88b94ca6e77\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1579889\",\"name\":\"Anthony Gregerson\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"The project is consistently described as challenging and time-consuming. Support varies wildly: Hoffman and Kim are helpful, while Ramanathan is described as unhelpful and disorganized regarding project specifications.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"One of my favorite professors I've ever had at Madison after 4 years. He took care to refer to everyone by name. The pacing of the class was excellent and it was very clear that he wanted to make sure we all understood the content of the class. Grading was fair as well and exams were reasonable as well. Some lectures are old towards the end though.\",\"course_id\":\"ECE 551\",\"date\":\"2023-01-23 22:16:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4cb54c86bb1467d4ebef5474\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY5NzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Humorous and really helpful during office hours and even over email. Has a really good background knowledge of the material (and industry experience). While the class is flipped classroom, where you have to watch prerecorded lecture videos ahead of time, take advantage of instructor support during in-class exercises. Professor is very helpful!\",\"course_id\":\"ECE 551\",\"date\":\"2020-12-15 04:20:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24233ab99dbffa7af6d18795\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDc3NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"4cb54c86bb1467d4ebef5474\",\"24233ab99dbffa7af6d18795\",\"d7f146ab45d67e5e4dc5c0b6\",\"111b066f3d94c88b94ca6e77\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is highly dependent on the instructor. Hoffman and Kim are generally well-organized, whereas Ramanathan is frequently cited as disorganized with vague specifications and late feedback.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great professor: Excellent teacher, offers practical knowledge from the industry, and is very willing to help students learn. Word to the wise: Don't put off that final project till the last minute unless you take sick pleasure in seeing the sunrise from college library and chugging gallons of caffine. You have been warned. \",\"course_id\":\"ECE 551\",\"date\":\"2015-12-13 02:12:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"23b7ba261f06d50979501fc0\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NjY3MDYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Pretty good professor. Go to lecture and you'll learn everything you need. The semester project is a lot of work, so don't procrastinate too much.\",\"course_id\":\"ECE 551\",\"date\":\"2011-05-13 22:45:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7d8ad3077a507cd23dc51ac6\",\"instructor_id\":\"rmp:1579889\",\"instructor_name\":\"Anthony Gregerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Don't take this course with him! Despite attending almost all classes, I would say they're totally unhelpful because he provided little guidance on the code or even wrong suggestions. He can't tell what is expected from your work and had no clear grading rubric on any details. His feedback is always late and useless for preparing project and exams.\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-15 05:10:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"85c728f3170f88c1db903a6e\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjkwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"23b7ba261f06d50979501fc0\",\"7d8ad3077a507cd23dc51ac6\",\"111b066f3d94c88b94ca6e77\",\"85c728f3170f88c1db903a6e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1579889\",\"name\":\"Anthony Gregerson\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally considered heavy due to the project and weekly quizzes/videos. Some find it reasonable with good support, while others find it overwhelming without it.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_42330966f01392dae105b4e1","course_id":"ECE 551","catalog_version_id":"8358143b50db298ffc5ff3f7d1cd84b26a5a0ab40f1f903038524db24858b0fb","record_version_id":"cf07065aaed043796ad82949f43cdd75ad2ace46c213c37fddde8a5241d56640","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ec1916c436e17820c44362a66192e3f9fe4dd18738bdc08520116aa3814e1e7e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E/COMP SCI 352, graduate/professional standing, or member of Engineering Guest 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brings his experience to class. This means you get to learn a lot in this very skills- and project-heavy class from somebody who does it in the same kinds of settings you will when you graduate. He knows his stuff, is fun, and very helpful. Highly recommended!\",\"course_id\":\"ECE 551\",\"date\":\"2013-03-24 00:31:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"81aa34443515e62c25795aff\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Eric knows the content from the most practical point of view - experience in working with Intel and other companies. His lectures may not be very clearcut as some people would want, but go to his lectures and listen to what he has to say. Project depends largely on your team, and other design courses, so save some time. Tests were usual - bit long.\",\"course_id\":\"ECE 551\",\"date\":\"2014-12-21 12:09:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"47ac3ce2735c8c3a867dc3ba\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0MTYwODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"One of the worst professors I have ever had.  Just reads off lecture slides in class that someone else wrote.  I wish I could give negative values for his interest level.  His project is the most convoluted piece of junk I have ever had to work on.  He does not know what is going on in the class, nor does he care.  Avoid this terrible professor!\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:59 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b9ca3481c93a5dd6d8249fc7\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"81aa34443515e62c25795aff\",\"47ac3ce2735c8c3a867dc3ba\",\"d7f146ab45d67e5e4dc5c0b6\",\"b9ca3481c93a5dd6d8249fc7\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors like Eric Hoffman and Younghyun Kim are praised for clear explanations and industry insights, while Parmesh Ramanathan is criticized for poor lecturing and lack of clarity.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Amazing professor working in a class whose format is outdated. Excellent at applying what you learn to real life, since he runs his own consulting business. Good at helping you understand material without talking down to you. Tests are a bit funky, and the project will challenge the hell out of you, but totally worth it. Favorite ECE Professor yet!\",\"course_id\":\"ECE 551\",\"date\":\"2007-12-08 12:43:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b43a9ff625ad96f383430535\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzc2MTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Pretty good professor. Go to lecture and you'll learn everything you need. The semester project is a lot of work, so don't procrastinate too much.\",\"course_id\":\"ECE 551\",\"date\":\"2011-05-13 22:45:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7d8ad3077a507cd23dc51ac6\",\"instructor_id\":\"rmp:1579889\",\"instructor_name\":\"Anthony Gregerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"b43a9ff625ad96f383430535\",\"7d8ad3077a507cd23dc51ac6\",\"d7f146ab45d67e5e4dc5c0b6\",\"111b066f3d94c88b94ca6e77\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1579889\",\"name\":\"Anthony Gregerson\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"The project is consistently described as challenging and time-consuming. Support varies wildly: Hoffman and Kim are helpful, while Ramanathan is described as unhelpful and disorganized regarding project specifications.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"One of my favorite professors I've ever had at Madison after 4 years. He took care to refer to everyone by name. The pacing of the class was excellent and it was very clear that he wanted to make sure we all understood the content of the class. Grading was fair as well and exams were reasonable as well. Some lectures are old towards the end though.\",\"course_id\":\"ECE 551\",\"date\":\"2023-01-23 22:16:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4cb54c86bb1467d4ebef5474\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY5NzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Humorous and really helpful during office hours and even over email. Has a really good background knowledge of the material (and industry experience). While the class is flipped classroom, where you have to watch prerecorded lecture videos ahead of time, take advantage of instructor support during in-class exercises. Professor is very helpful!\",\"course_id\":\"ECE 551\",\"date\":\"2020-12-15 04:20:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24233ab99dbffa7af6d18795\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDc3NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"4cb54c86bb1467d4ebef5474\",\"24233ab99dbffa7af6d18795\",\"d7f146ab45d67e5e4dc5c0b6\",\"111b066f3d94c88b94ca6e77\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is highly dependent on the instructor. Hoffman and Kim are generally well-organized, whereas Ramanathan is frequently cited as disorganized with vague specifications and late feedback.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great professor: Excellent teacher, offers practical knowledge from the industry, and is very willing to help students learn. Word to the wise: Don't put off that final project till the last minute unless you take sick pleasure in seeing the sunrise from college library and chugging gallons of caffine. You have been warned. \",\"course_id\":\"ECE 551\",\"date\":\"2015-12-13 02:12:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"23b7ba261f06d50979501fc0\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NjY3MDYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Pretty good professor. Go to lecture and you'll learn everything you need. The semester project is a lot of work, so don't procrastinate too much.\",\"course_id\":\"ECE 551\",\"date\":\"2011-05-13 22:45:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7d8ad3077a507cd23dc51ac6\",\"instructor_id\":\"rmp:1579889\",\"instructor_name\":\"Anthony Gregerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Don't take this course with him! Despite attending almost all classes, I would say they're totally unhelpful because he provided little guidance on the code or even wrong suggestions. He can't tell what is expected from your work and had no clear grading rubric on any details. His feedback is always late and useless for preparing project and exams.\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-15 05:10:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"85c728f3170f88c1db903a6e\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjkwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"23b7ba261f06d50979501fc0\",\"7d8ad3077a507cd23dc51ac6\",\"111b066f3d94c88b94ca6e77\",\"85c728f3170f88c1db903a6e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1579889\",\"name\":\"Anthony Gregerson\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally considered heavy due to the project and weekly quizzes/videos. Some find it reasonable with good support, while others find it overwhelming without it.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_42330966f01392dae105b4e1","course_id":"ECE 551","catalog_version_id":"8358143b50db298ffc5ff3f7d1cd84b26a5a0ab40f1f903038524db24858b0fb","record_version_id":"cf07065aaed043796ad82949f43cdd75ad2ace46c213c37fddde8a5241d56640","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ec1916c436e17820c44362a66192e3f9fe4dd18738bdc08520116aa3814e1e7e","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"bf033905e8290c363640a03c62ed0d5226d8b5195c63022c0fa57647f115e7b7\",\"course_id\":\"ECE 551\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b9402e06a7d816746041099a\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Hsiao\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.25 GPA, 50.0% A/AB (n=26 letter grades); Spring 2026: 3.31 GPA, 60.3% A/AB (n=78 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.96 GPA, 39.2% A/AB (n=79 letter grades); Fall 2025: 3.31 GPA, 57.5% A/AB (n=106 letter grades); Spring 2026: 3.31 GPA, 60.3% A/AB (n=78 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"ANTHONY GREGERSON is recorded teaching in Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ECE 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551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECE 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551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ERIC HOFFMAN is recorded teaching in Fall 2008, Fall 2009, Spring 2012, Fall 2012, Spring 2013, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2017, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JULIE HSIAO is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"KATHERINE MORROW is recorded teaching in Spring 2009, Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"}],\"text\":\"MICHAEL MORROW is recorded teaching in Fall 2007, Fall 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"MIKKO LIPASTI is recorded teaching in Fall 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"YOUNGHYUN KIM is recorded teaching in Fall 2016, Spring 2017, Spring 2018. 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":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_42330966f01392dae105b4e1","course_id":"ECE 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brings his experience to class. This means you get to learn a lot in this very skills- and project-heavy class from somebody who does it in the same kinds of settings you will when you graduate. He knows his stuff, is fun, and very helpful. Highly recommended!\",\"course_id\":\"ECE 551\",\"date\":\"2013-03-24 00:31:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"81aa34443515e62c25795aff\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Eric knows the content from the most practical point of view - experience in working with Intel and other companies. His lectures may not be very clearcut as some people would want, but go to his lectures and listen to what he has to say. Project depends largely on your team, and other design courses, so save some time. Tests were usual - bit long.\",\"course_id\":\"ECE 551\",\"date\":\"2014-12-21 12:09:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"47ac3ce2735c8c3a867dc3ba\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0MTYwODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"One of the worst professors I have ever had.  Just reads off lecture slides in class that someone else wrote.  I wish I could give negative values for his interest level.  His project is the most convoluted piece of junk I have ever had to work on.  He does not know what is going on in the class, nor does he care.  Avoid this terrible professor!\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:59 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b9ca3481c93a5dd6d8249fc7\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"81aa34443515e62c25795aff\",\"47ac3ce2735c8c3a867dc3ba\",\"d7f146ab45d67e5e4dc5c0b6\",\"b9ca3481c93a5dd6d8249fc7\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors like Eric Hoffman and Younghyun Kim are praised for clear explanations and industry insights, while Parmesh Ramanathan is criticized for poor lecturing and lack of clarity.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Amazing professor working in a class whose format is outdated. Excellent at applying what you learn to real life, since he runs his own consulting business. Good at helping you understand material without talking down to you. Tests are a bit funky, and the project will challenge the hell out of you, but totally worth it. Favorite ECE Professor yet!\",\"course_id\":\"ECE 551\",\"date\":\"2007-12-08 12:43:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b43a9ff625ad96f383430535\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzc2MTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Pretty good professor. Go to lecture and you'll learn everything you need. The semester project is a lot of work, so don't procrastinate too much.\",\"course_id\":\"ECE 551\",\"date\":\"2011-05-13 22:45:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7d8ad3077a507cd23dc51ac6\",\"instructor_id\":\"rmp:1579889\",\"instructor_name\":\"Anthony Gregerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"b43a9ff625ad96f383430535\",\"7d8ad3077a507cd23dc51ac6\",\"d7f146ab45d67e5e4dc5c0b6\",\"111b066f3d94c88b94ca6e77\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1579889\",\"name\":\"Anthony Gregerson\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"The project is consistently described as challenging and time-consuming. Support varies wildly: Hoffman and Kim are helpful, while Ramanathan is described as unhelpful and disorganized regarding project specifications.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"One of my favorite professors I've ever had at Madison after 4 years. He took care to refer to everyone by name. The pacing of the class was excellent and it was very clear that he wanted to make sure we all understood the content of the class. Grading was fair as well and exams were reasonable as well. Some lectures are old towards the end though.\",\"course_id\":\"ECE 551\",\"date\":\"2023-01-23 22:16:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4cb54c86bb1467d4ebef5474\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY5NzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Humorous and really helpful during office hours and even over email. Has a really good background knowledge of the material (and industry experience). While the class is flipped classroom, where you have to watch prerecorded lecture videos ahead of time, take advantage of instructor support during in-class exercises. Professor is very helpful!\",\"course_id\":\"ECE 551\",\"date\":\"2020-12-15 04:20:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24233ab99dbffa7af6d18795\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDc3NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"4cb54c86bb1467d4ebef5474\",\"24233ab99dbffa7af6d18795\",\"d7f146ab45d67e5e4dc5c0b6\",\"111b066f3d94c88b94ca6e77\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is highly dependent on the instructor. Hoffman and Kim are generally well-organized, whereas Ramanathan is frequently cited as disorganized with vague specifications and late feedback.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great professor: Excellent teacher, offers practical knowledge from the industry, and is very willing to help students learn. Word to the wise: Don't put off that final project till the last minute unless you take sick pleasure in seeing the sunrise from college library and chugging gallons of caffine. You have been warned. \",\"course_id\":\"ECE 551\",\"date\":\"2015-12-13 02:12:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"23b7ba261f06d50979501fc0\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NjY3MDYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Pretty good professor. Go to lecture and you'll learn everything you need. The semester project is a lot of work, so don't procrastinate too much.\",\"course_id\":\"ECE 551\",\"date\":\"2011-05-13 22:45:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7d8ad3077a507cd23dc51ac6\",\"instructor_id\":\"rmp:1579889\",\"instructor_name\":\"Anthony Gregerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Don't take this course with him! Despite attending almost all classes, I would say they're totally unhelpful because he provided little guidance on the code or even wrong suggestions. He can't tell what is expected from your work and had no clear grading rubric on any details. His feedback is always late and useless for preparing project and exams.\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-15 05:10:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"85c728f3170f88c1db903a6e\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjkwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"23b7ba261f06d50979501fc0\",\"7d8ad3077a507cd23dc51ac6\",\"111b066f3d94c88b94ca6e77\",\"85c728f3170f88c1db903a6e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1579889\",\"name\":\"Anthony Gregerson\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally considered heavy due to the project and weekly quizzes/videos. Some find it reasonable with good support, while others find it overwhelming without it.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_42330966f01392dae105b4e1","course_id":"ECE 551","catalog_version_id":"8358143b50db298ffc5ff3f7d1cd84b26a5a0ab40f1f903038524db24858b0fb","record_version_id":"cf07065aaed043796ad82949f43cdd75ad2ace46c213c37fddde8a5241d56640","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"f95121a9fdcbcd7a9cff5691315b7cf57865e642ba1ac6ba3c09788b1fb60699","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"bf033905e8290c363640a03c62ed0d5226d8b5195c63022c0fa57647f115e7b7\",\"course_id\":\"ECE 551\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b9402e06a7d816746041099a\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Hsiao\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.25 GPA, 50.0% A/AB (n=26 letter grades); Spring 2026: 3.31 GPA, 60.3% A/AB (n=78 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Anthony Gregerson\",\"review_date\":\"2011-05-13 22:45:26 +0000 UTC\",\"review_id\":\"7d8ad3077a507cd23dc51ac6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1579889\",\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\",\"type\":\"review\"},{\"instructor_name\":\"Younghyun Kim\",\"review_date\":\"2017-03-14 16:47:33 +0000 UTC\",\"review_id\":\"7938812a34f8d4d8d20e23e6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2237969\",\"source_review_id\":\"UmF0aW5nLTI3OTA2ODEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2237969\",\"type\":\"review\"},{\"instructor_name\":\"Mikko Lipasti\",\"review_date\":\"2016-12-30 12:04:59 +0000 UTC\",\"review_id\":\"a4721dd4e6cc9da644652a14\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:304354\",\"source_review_id\":\"UmF0aW5nLTI3NjQ1NTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\",\"type\":\"review\"}],\"text\":\"Historical reviews of Anthony Gregerson, Mikko Lipasti, Younghyun Kim: The semester project requires significant effort and early planning. Workload varies widely, with some noting overwhelming weekly assignments or challenging midterm coding exams.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Katherine Morrow\",\"review_date\":\"2004-07-16 14:00:36 +0000 UTC\",\"review_id\":\"81bf01509f0fd5f2b97a0083\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:344579\",\"source_review_id\":\"UmF0aW5nLTIzMjEyODk=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\",\"type\":\"review\"},{\"instructor_name\":\"Katherine Morrow\",\"review_date\":\"2005-12-15 01:30:29 +0000 UTC\",\"review_id\":\"cdd5e0567c7d68210cf478da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:344579\",\"source_review_id\":\"UmF0aW5nLTExMTY0ODg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\",\"type\":\"review\"},{\"instructor_name\":\"Michael Morrow\",\"review_date\":\"2007-12-08 12:43:03 +0000 UTC\",\"review_id\":\"b43a9ff625ad96f383430535\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:353263\",\"source_review_id\":\"UmF0aW5nLTEzNzc2MTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\",\"type\":\"review\"},{\"instructor_name\":\"Michael Morrow\",\"review_date\":\"2008-05-09 23:11:09 +0000 UTC\",\"review_id\":\"83ebfd79e301446a03737718\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:353263\",\"source_review_id\":\"UmF0aW5nLTE0NDQxMTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\",\"type\":\"review\"},{\"instructor_name\":\"Anthony Gregerson\",\"review_date\":\"2011-05-13 22:45:26 +0000 UTC\",\"review_id\":\"7d8ad3077a507cd23dc51ac6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1579889\",\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\",\"type\":\"review\"},{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2013-03-24 00:31:43 +0000 UTC\",\"review_id\":\"81aa34443515e62c25795aff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Parmesh Ramanathan\",\"review_date\":\"2013-11-08 12:42:32 +0000 UTC\",\"review_id\":\"d7f146ab45d67e5e4dc5c0b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:869246\",\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\",\"type\":\"review\"},{\"instructor_name\":\"Mikko Lipasti\",\"review_date\":\"2016-12-30 12:04:59 +0000 UTC\",\"review_id\":\"a4721dd4e6cc9da644652a14\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:304354\",\"source_review_id\":\"UmF0aW5nLTI3NjQ1NTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\",\"type\":\"review\"},{\"instructor_name\":\"Younghyun Kim\",\"review_date\":\"2017-03-14 16:47:33 +0000 UTC\",\"review_id\":\"7938812a34f8d4d8d20e23e6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2237969\",\"source_review_id\":\"UmF0aW5nLTI3OTA2ODEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2237969\",\"type\":\"review\"},{\"instructor_name\":\"Younghyun Kim\",\"review_date\":\"2018-11-30 20:04:39 +0000 UTC\",\"review_id\":\"54de3d179eb8928d021fcb54\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2237969\",\"source_review_id\":\"UmF0aW5nLTMwODI4NjU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2237969\",\"type\":\"review\"}],\"text\":\"Julie Hsiao is the current instructor, but no reviews are available for her teaching. Historical reviews for Eric Hoffman praise his industry experience, helpfulness, and fun teaching style. Other instructors like Michael Morrow and Anthony Gregerson were also well-regarded for their teaching quality and project guidance.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2013-03-24 00:31:43 +0000 UTC\",\"review_id\":\"81aa34443515e62c25795aff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2026-07-26 01:57:48 +0000 UTC\",\"review_id\":\"11f8d82221d017411bf7821c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTQzMzI0MjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Parmesh Ramanathan\",\"review_date\":\"2013-11-08 12:42:32 +0000 UTC\",\"review_id\":\"d7f146ab45d67e5e4dc5c0b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:869246\",\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\",\"type\":\"review\"},{\"instructor_name\":\"Mikko Lipasti\",\"review_date\":\"2016-12-30 12:04:59 +0000 UTC\",\"review_id\":\"a4721dd4e6cc9da644652a14\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:304354\",\"source_review_id\":\"UmF0aW5nLTI3NjQ1NTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\",\"type\":\"review\"},{\"instructor_name\":\"Younghyun Kim\",\"review_date\":\"2018-11-30 20:04:39 +0000 UTC\",\"review_id\":\"54de3d179eb8928d021fcb54\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2237969\",\"source_review_id\":\"UmF0aW5nLTMwODI4NjU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2237969\",\"type\":\"review\"}],\"text\":\"Historical reviews describe the course as skills- and project-heavy, with Eric Hoffman praised for clear explanations of Verilog and synthesis. Other instructors receive mixed feedback, ranging from helpful to unorganized.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.96 GPA, 39.2% A/AB (n=79 letter grades); Fall 2025: 3.31 GPA, 57.5% A/AB (n=106 letter grades); Spring 2026: 3.31 GPA, 60.3% A/AB (n=78 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2013-03-24 00:31:43 +0000 UTC\",\"review_id\":\"81aa34443515e62c25795aff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2026-07-26 01:57:48 +0000 UTC\",\"review_id\":\"11f8d82221d017411bf7821c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTQzMzI0MjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Parmesh Ramanathan\",\"review_date\":\"2013-11-08 12:42:32 +0000 UTC\",\"review_id\":\"d7f146ab45d67e5e4dc5c0b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:869246\",\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\",\"type\":\"review\"},{\"instructor_name\":\"Parmesh Ramanathan\",\"review_date\":\"2025-05-15 05:10:04 +0000 UTC\",\"review_id\":\"85c728f3170f88c1db903a6e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:869246\",\"source_review_id\":\"UmF0aW5nLTQxMjkwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\",\"type\":\"review\"}],\"text\":\"Historical reviews of Eric Hoffman, Parmesh Ramanathan: Students find Eric Hoffman's organized videos and helpfulness useful for learning digital design. Conversely, others report frustration with Parmesh Ramanathan's unhelpful lectures and unclear grading rubrics.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"ANTHONY GREGERSON is recorded teaching in Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ECE 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JULIE HSIAO is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"KATHERINE MORROW is recorded teaching in Spring 2009, Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"}],\"text\":\"MICHAEL MORROW is recorded teaching in Fall 2007, Fall 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"MIKKO LIPASTI is recorded teaching in Fall 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"YOUNGHYUN KIM is recorded teaching in Fall 2016, Spring 2017, Spring 2018. 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brings his experience to class. This means you get to learn a lot in this very skills- and project-heavy class from somebody who does it in the same kinds of settings you will when you graduate. He knows his stuff, is fun, and very helpful. Highly recommended!\",\"course_id\":\"ECE 551\",\"date\":\"2013-03-24 00:31:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"81aa34443515e62c25795aff\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Eric knows the content from the most practical point of view - experience in working with Intel and other companies. His lectures may not be very clearcut as some people would want, but go to his lectures and listen to what he has to say. Project depends largely on your team, and other design courses, so save some time. Tests were usual - bit long.\",\"course_id\":\"ECE 551\",\"date\":\"2014-12-21 12:09:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"47ac3ce2735c8c3a867dc3ba\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0MTYwODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"One of the worst professors I have ever had.  Just reads off lecture slides in class that someone else wrote.  I wish I could give negative values for his interest level.  His project is the most convoluted piece of junk I have ever had to work on.  He does not know what is going on in the class, nor does he care.  Avoid this terrible professor!\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:59 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b9ca3481c93a5dd6d8249fc7\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"81aa34443515e62c25795aff\",\"47ac3ce2735c8c3a867dc3ba\",\"d7f146ab45d67e5e4dc5c0b6\",\"b9ca3481c93a5dd6d8249fc7\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors like Eric Hoffman and Younghyun Kim are praised for clear explanations and industry insights, while Parmesh Ramanathan is criticized for poor lecturing and lack of clarity.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Amazing professor working in a class whose format is outdated. Excellent at applying what you learn to real life, since he runs his own consulting business. Good at helping you understand material without talking down to you. Tests are a bit funky, and the project will challenge the hell out of you, but totally worth it. Favorite ECE Professor yet!\",\"course_id\":\"ECE 551\",\"date\":\"2007-12-08 12:43:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b43a9ff625ad96f383430535\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzc2MTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Pretty good professor. Go to lecture and you'll learn everything you need. The semester project is a lot of work, so don't procrastinate too much.\",\"course_id\":\"ECE 551\",\"date\":\"2011-05-13 22:45:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7d8ad3077a507cd23dc51ac6\",\"instructor_id\":\"rmp:1579889\",\"instructor_name\":\"Anthony Gregerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"b43a9ff625ad96f383430535\",\"7d8ad3077a507cd23dc51ac6\",\"d7f146ab45d67e5e4dc5c0b6\",\"111b066f3d94c88b94ca6e77\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1579889\",\"name\":\"Anthony Gregerson\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"The project is consistently described as challenging and time-consuming. Support varies wildly: Hoffman and Kim are helpful, while Ramanathan is described as unhelpful and disorganized regarding project specifications.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"One of my favorite professors I've ever had at Madison after 4 years. He took care to refer to everyone by name. The pacing of the class was excellent and it was very clear that he wanted to make sure we all understood the content of the class. Grading was fair as well and exams were reasonable as well. Some lectures are old towards the end though.\",\"course_id\":\"ECE 551\",\"date\":\"2023-01-23 22:16:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4cb54c86bb1467d4ebef5474\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY5NzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Humorous and really helpful during office hours and even over email. Has a really good background knowledge of the material (and industry experience). While the class is flipped classroom, where you have to watch prerecorded lecture videos ahead of time, take advantage of instructor support during in-class exercises. Professor is very helpful!\",\"course_id\":\"ECE 551\",\"date\":\"2020-12-15 04:20:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24233ab99dbffa7af6d18795\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDc3NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"4cb54c86bb1467d4ebef5474\",\"24233ab99dbffa7af6d18795\",\"d7f146ab45d67e5e4dc5c0b6\",\"111b066f3d94c88b94ca6e77\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is highly dependent on the instructor. Hoffman and Kim are generally well-organized, whereas Ramanathan is frequently cited as disorganized with vague specifications and late feedback.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great professor: Excellent teacher, offers practical knowledge from the industry, and is very willing to help students learn. Word to the wise: Don't put off that final project till the last minute unless you take sick pleasure in seeing the sunrise from college library and chugging gallons of caffine. You have been warned. \",\"course_id\":\"ECE 551\",\"date\":\"2015-12-13 02:12:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"23b7ba261f06d50979501fc0\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NjY3MDYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Pretty good professor. Go to lecture and you'll learn everything you need. The semester project is a lot of work, so don't procrastinate too much.\",\"course_id\":\"ECE 551\",\"date\":\"2011-05-13 22:45:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7d8ad3077a507cd23dc51ac6\",\"instructor_id\":\"rmp:1579889\",\"instructor_name\":\"Anthony Gregerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Don't take this course with him! Despite attending almost all classes, I would say they're totally unhelpful because he provided little guidance on the code or even wrong suggestions. He can't tell what is expected from your work and had no clear grading rubric on any details. His feedback is always late and useless for preparing project and exams.\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-15 05:10:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"85c728f3170f88c1db903a6e\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjkwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"23b7ba261f06d50979501fc0\",\"7d8ad3077a507cd23dc51ac6\",\"111b066f3d94c88b94ca6e77\",\"85c728f3170f88c1db903a6e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1579889\",\"name\":\"Anthony Gregerson\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally considered heavy due to the project and weekly quizzes/videos. Some find it reasonable with good support, while others find it overwhelming without it.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_42330966f01392dae105b4e1","course_id":"ECE 551","catalog_version_id":"8358143b50db298ffc5ff3f7d1cd84b26a5a0ab40f1f903038524db24858b0fb","record_version_id":"cf07065aaed043796ad82949f43cdd75ad2ace46c213c37fddde8a5241d56640","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"b2b14bac57ad9c864e9fb8dea512cadc4642e3a76ea4681342333c1bdb6d09e1","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"bf033905e8290c363640a03c62ed0d5226d8b5195c63022c0fa57647f115e7b7\",\"course_id\":\"ECE 551\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b9402e06a7d816746041099a\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Hsiao\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.25 GPA, 50.0% A/AB (n=26 letter grades); Spring 2026: 3.31 GPA, 60.3% A/AB (n=78 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Anthony Gregerson\",\"review_date\":\"2011-05-13 22:45:26 +0000 UTC\",\"review_id\":\"7d8ad3077a507cd23dc51ac6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1579889\",\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\",\"type\":\"review\"},{\"instructor_name\":\"Younghyun Kim\",\"review_date\":\"2017-03-14 16:47:33 +0000 UTC\",\"review_id\":\"7938812a34f8d4d8d20e23e6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2237969\",\"source_review_id\":\"UmF0aW5nLTI3OTA2ODEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2237969\",\"type\":\"review\"},{\"instructor_name\":\"Mikko Lipasti\",\"review_date\":\"2016-12-30 12:04:59 +0000 UTC\",\"review_id\":\"a4721dd4e6cc9da644652a14\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:304354\",\"source_review_id\":\"UmF0aW5nLTI3NjQ1NTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\",\"type\":\"review\"}],\"text\":\"Historical reviews of Anthony Gregerson, Mikko Lipasti, Younghyun Kim: The semester project requires significant effort and early planning. Workload varies widely, with some noting overwhelming weekly assignments or challenging midterm coding exams.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2013-03-24 00:31:43 +0000 UTC\",\"review_id\":\"81aa34443515e62c25795aff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2026-07-26 01:57:48 +0000 UTC\",\"review_id\":\"11f8d82221d017411bf7821c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTQzMzI0MjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"}],\"text\":\"Historical reviews of Eric Hoffman: Eric Hoffman is a knowledgeable instructor who explains Verilog and synthesis clearly, bringing industry experience to a skills-heavy class. Reviewers note his videos are organized and he is helpful, making him a strong choice for learning digital design.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2013-03-24 00:31:43 +0000 UTC\",\"review_id\":\"81aa34443515e62c25795aff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2026-07-26 01:57:48 +0000 UTC\",\"review_id\":\"11f8d82221d017411bf7821c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTQzMzI0MjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Parmesh Ramanathan\",\"review_date\":\"2013-11-08 12:42:32 +0000 UTC\",\"review_id\":\"d7f146ab45d67e5e4dc5c0b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:869246\",\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\",\"type\":\"review\"},{\"instructor_name\":\"Mikko Lipasti\",\"review_date\":\"2016-12-30 12:04:59 +0000 UTC\",\"review_id\":\"a4721dd4e6cc9da644652a14\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:304354\",\"source_review_id\":\"UmF0aW5nLTI3NjQ1NTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\",\"type\":\"review\"},{\"instructor_name\":\"Younghyun Kim\",\"review_date\":\"2018-11-30 20:04:39 +0000 UTC\",\"review_id\":\"54de3d179eb8928d021fcb54\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2237969\",\"source_review_id\":\"UmF0aW5nLTMwODI4NjU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2237969\",\"type\":\"review\"}],\"text\":\"Historical reviews describe the course as skills- and project-heavy, with Eric Hoffman praised for clear explanations of Verilog and synthesis. Other instructors receive mixed feedback, ranging from helpful to unorganized.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.96 GPA, 39.2% A/AB (n=79 letter grades); Fall 2025: 3.31 GPA, 57.5% A/AB (n=106 letter grades); Spring 2026: 3.31 GPA, 60.3% A/AB (n=78 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2013-03-24 00:31:43 +0000 UTC\",\"review_id\":\"81aa34443515e62c25795aff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2026-07-26 01:57:48 +0000 UTC\",\"review_id\":\"11f8d82221d017411bf7821c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTQzMzI0MjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Parmesh Ramanathan\",\"review_date\":\"2013-11-08 12:42:32 +0000 UTC\",\"review_id\":\"d7f146ab45d67e5e4dc5c0b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:869246\",\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\",\"type\":\"review\"},{\"instructor_name\":\"Parmesh Ramanathan\",\"review_date\":\"2025-05-15 05:10:04 +0000 UTC\",\"review_id\":\"85c728f3170f88c1db903a6e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:869246\",\"source_review_id\":\"UmF0aW5nLTQxMjkwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\",\"type\":\"review\"}],\"text\":\"Historical reviews of Eric Hoffman, Parmesh Ramanathan: Students find Eric Hoffman's organized videos and helpfulness useful for learning digital design. Conversely, others report frustration with Parmesh Ramanathan's unhelpful lectures and unclear grading rubrics.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"ANTHONY GREGERSON is recorded teaching in Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ECE 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brings his experience to class. This means you get to learn a lot in this very skills- and project-heavy class from somebody who does it in the same kinds of settings you will when you graduate. He knows his stuff, is fun, and very helpful. Highly recommended!\",\"course_id\":\"ECE 551\",\"date\":\"2013-03-24 00:31:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"81aa34443515e62c25795aff\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Eric knows the content from the most practical point of view - experience in working with Intel and other companies. His lectures may not be very clearcut as some people would want, but go to his lectures and listen to what he has to say. Project depends largely on your team, and other design courses, so save some time. Tests were usual - bit long.\",\"course_id\":\"ECE 551\",\"date\":\"2014-12-21 12:09:44 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"47ac3ce2735c8c3a867dc3ba\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0MTYwODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"One of the worst professors I have ever had.  Just reads off lecture slides in class that someone else wrote.  I wish I could give negative values for his interest level.  His project is the most convoluted piece of junk I have ever had to work on.  He does not know what is going on in the class, nor does he care.  Avoid this terrible professor!\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:59 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b9ca3481c93a5dd6d8249fc7\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"81aa34443515e62c25795aff\",\"47ac3ce2735c8c3a867dc3ba\",\"d7f146ab45d67e5e4dc5c0b6\",\"b9ca3481c93a5dd6d8249fc7\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors like Eric Hoffman and Younghyun Kim are praised for clear explanations and industry insights, while Parmesh Ramanathan is criticized for poor lecturing and lack of clarity.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Amazing professor working in a class whose format is outdated. Excellent at applying what you learn to real life, since he runs his own consulting business. Good at helping you understand material without talking down to you. Tests are a bit funky, and the project will challenge the hell out of you, but totally worth it. Favorite ECE Professor yet!\",\"course_id\":\"ECE 551\",\"date\":\"2007-12-08 12:43:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b43a9ff625ad96f383430535\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzc2MTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Pretty good professor. Go to lecture and you'll learn everything you need. The semester project is a lot of work, so don't procrastinate too much.\",\"course_id\":\"ECE 551\",\"date\":\"2011-05-13 22:45:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7d8ad3077a507cd23dc51ac6\",\"instructor_id\":\"rmp:1579889\",\"instructor_name\":\"Anthony Gregerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"b43a9ff625ad96f383430535\",\"7d8ad3077a507cd23dc51ac6\",\"d7f146ab45d67e5e4dc5c0b6\",\"111b066f3d94c88b94ca6e77\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1579889\",\"name\":\"Anthony Gregerson\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"The project is consistently described as challenging and time-consuming. Support varies wildly: Hoffman and Kim are helpful, while Ramanathan is described as unhelpful and disorganized regarding project specifications.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"One of my favorite professors I've ever had at Madison after 4 years. He took care to refer to everyone by name. The pacing of the class was excellent and it was very clear that he wanted to make sure we all understood the content of the class. Grading was fair as well and exams were reasonable as well. Some lectures are old towards the end though.\",\"course_id\":\"ECE 551\",\"date\":\"2023-01-23 22:16:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4cb54c86bb1467d4ebef5474\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzY5NzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Humorous and really helpful during office hours and even over email. Has a really good background knowledge of the material (and industry experience). While the class is flipped classroom, where you have to watch prerecorded lecture videos ahead of time, take advantage of instructor support during in-class exercises. Professor is very helpful!\",\"course_id\":\"ECE 551\",\"date\":\"2020-12-15 04:20:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"24233ab99dbffa7af6d18795\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDc3NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"If you want to learn anything at all, DO NOT TAKE the class with him. Doesn't care about the class. Doesn't even make his own slides. Has no idea what to do in class.\",\"course_id\":\"ECE 551\",\"date\":\"2013-11-08 12:42:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d7f146ab45d67e5e4dc5c0b6\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"4cb54c86bb1467d4ebef5474\",\"24233ab99dbffa7af6d18795\",\"d7f146ab45d67e5e4dc5c0b6\",\"111b066f3d94c88b94ca6e77\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is highly dependent on the instructor. Hoffman and Kim are generally well-organized, whereas Ramanathan is frequently cited as disorganized with vague specifications and late feedback.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great professor: Excellent teacher, offers practical knowledge from the industry, and is very willing to help students learn. Word to the wise: Don't put off that final project till the last minute unless you take sick pleasure in seeing the sunrise from college library and chugging gallons of caffine. You have been warned. \",\"course_id\":\"ECE 551\",\"date\":\"2015-12-13 02:12:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"23b7ba261f06d50979501fc0\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NjY3MDYy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Pretty good professor. Go to lecture and you'll learn everything you need. The semester project is a lot of work, so don't procrastinate too much.\",\"course_id\":\"ECE 551\",\"date\":\"2011-05-13 22:45:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"7d8ad3077a507cd23dc51ac6\",\"instructor_id\":\"rmp:1579889\",\"instructor_name\":\"Anthony Gregerson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\"},{\"comment\":\"Worst professor I've had so far. The class is totally disorganized—2hr lecture videos and insanely hard quizzes every week. He never posts grades or feedback until the end, making it impossible to study. Doesn't know how to use Canvas, no rubric for the project, and offers no help with debugging. Don't take it unless required. Wasted all my efforts\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-14 18:55:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"111b066f3d94c88b94ca6e77\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjgyNTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Don't take this course with him! Despite attending almost all classes, I would say they're totally unhelpful because he provided little guidance on the code or even wrong suggestions. He can't tell what is expected from your work and had no clear grading rubric on any details. His feedback is always late and useless for preparing project and exams.\",\"course_id\":\"ECE 551\",\"date\":\"2025-05-15 05:10:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"85c728f3170f88c1db903a6e\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMjkwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"}],\"evidence_count\":4,\"review_ids\":[\"23b7ba261f06d50979501fc0\",\"7d8ad3077a507cd23dc51ac6\",\"111b066f3d94c88b94ca6e77\",\"85c728f3170f88c1db903a6e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1579889\",\"name\":\"Anthony Gregerson\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2011\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally considered heavy due to the project and weekly quizzes/videos. Some find it reasonable with good support, while others find it overwhelming without it.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_42330966f01392dae105b4e1","course_id":"ECE 551","catalog_version_id":"8358143b50db298ffc5ff3f7d1cd84b26a5a0ab40f1f903038524db24858b0fb","record_version_id":"cf07065aaed043796ad82949f43cdd75ad2ace46c213c37fddde8a5241d56640","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"44609bff110c823dac8ae7a3eaf8387f7d2fcb10c3853df0c9fb449c368cef2f","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"bf033905e8290c363640a03c62ed0d5226d8b5195c63022c0fa57647f115e7b7\",\"course_id\":\"ECE 551\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b9402e06a7d816746041099a\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Hsiao\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.25 GPA, 50.0% A/AB (n=26 letter grades); Spring 2026: 3.31 GPA, 60.3% A/AB (n=78 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Katherine Morrow\",\"review_date\":\"2004-07-16 14:00:36 +0000 UTC\",\"review_id\":\"81bf01509f0fd5f2b97a0083\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:344579\",\"source_review_id\":\"UmF0aW5nLTIzMjEyODk=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\",\"type\":\"review\"},{\"instructor_name\":\"Katherine Morrow\",\"review_date\":\"2005-12-15 01:30:29 +0000 UTC\",\"review_id\":\"cdd5e0567c7d68210cf478da\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:344579\",\"source_review_id\":\"UmF0aW5nLTExMTY0ODg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\",\"type\":\"review\"},{\"instructor_name\":\"Michael Morrow\",\"review_date\":\"2007-12-08 12:43:03 +0000 UTC\",\"review_id\":\"b43a9ff625ad96f383430535\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:353263\",\"source_review_id\":\"UmF0aW5nLTEzNzc2MTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\",\"type\":\"review\"},{\"instructor_name\":\"Michael Morrow\",\"review_date\":\"2008-05-09 23:11:09 +0000 UTC\",\"review_id\":\"83ebfd79e301446a03737718\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:353263\",\"source_review_id\":\"UmF0aW5nLTE0NDQxMTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\",\"type\":\"review\"},{\"instructor_name\":\"Anthony Gregerson\",\"review_date\":\"2011-05-13 22:45:26 +0000 UTC\",\"review_id\":\"7d8ad3077a507cd23dc51ac6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1579889\",\"source_review_id\":\"UmF0aW5nLTE4NTk4Nzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1579889\",\"type\":\"review\"},{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2013-03-24 00:31:43 +0000 UTC\",\"review_id\":\"81aa34443515e62c25795aff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTIxNDQxMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"},{\"instructor_name\":\"Parmesh Ramanathan\",\"review_date\":\"2013-11-08 12:42:32 +0000 UTC\",\"review_id\":\"d7f146ab45d67e5e4dc5c0b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:869246\",\"source_review_id\":\"UmF0aW5nLTIyMjgwOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\",\"type\":\"review\"},{\"instructor_name\":\"Mikko Lipasti\",\"review_date\":\"2016-12-30 12:04:59 +0000 UTC\",\"review_id\":\"a4721dd4e6cc9da644652a14\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:304354\",\"source_review_id\":\"UmF0aW5nLTI3NjQ1NTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\",\"type\":\"review\"},{\"instructor_name\":\"Younghyun Kim\",\"review_date\":\"2017-03-14 16:47:33 +0000 UTC\",\"review_id\":\"7938812a34f8d4d8d20e23e6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2237969\",\"source_review_id\":\"UmF0aW5nLTI3OTA2ODEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2237969\",\"type\":\"review\"},{\"instructor_name\":\"Younghyun Kim\",\"review_date\":\"2018-11-30 20:04:39 +0000 UTC\",\"review_id\":\"54de3d179eb8928d021fcb54\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2237969\",\"source_review_id\":\"UmF0aW5nLTMwODI4NjU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2237969\",\"type\":\"review\"}],\"text\":\"Julie Hsiao is the current instructor, but no reviews are available for her teaching. Historical reviews for Eric Hoffman praise his industry experience, helpfulness, and fun teaching style. Other instructors like Michael Morrow and Anthony Gregerson were also well-regarded for their teaching quality and project guidance.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.96 GPA, 39.2% A/AB (n=79 letter grades); Fall 2025: 3.31 GPA, 57.5% A/AB (n=106 letter grades); Spring 2026: 3.31 GPA, 60.3% A/AB (n=78 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"ANTHONY GREGERSON is recorded teaching in Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ECE 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551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECE 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551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ERIC HOFFMAN is recorded teaching in Fall 2008, Fall 2009, Spring 2012, Fall 2012, Spring 2013, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2017, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JULIE HSIAO is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"KATHERINE MORROW is recorded teaching in Spring 2009, Fall 2010, Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"}],\"text\":\"MICHAEL MORROW is recorded teaching in Fall 2007, Fall 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"MIKKO LIPASTI is recorded teaching in Fall 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ECE 551\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"source_record\":{\"entity_id\":\"8154ba25-ac4f-372c-bb70-fb21d20fa965\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"YOUNGHYUN KIM is recorded teaching in Fall 2016, Spring 2017, Spring 2018. 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":"[{\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]