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Experienced
Hello, I'm
second-year Computer Science student at UCLA
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Experimental High School Attached to Beijing Normal University (2019-2022)
University of California, Los Angeles (2022-2025) (expected)
I am currently in my second year of the Computer Science program at UCLA, with a concentration in Data Science and the tractability of Machine Learning models. My research endeavors are centered around probabilistic circuits and Sum-Product Networks (SPN), under the mentorship of Benjie Wang
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Experienced
Experienced
Intermediate
Intermediate
Intermediate
Experienced
Intermediate
Intermediate
• Analyzed the syntax structure of MySQL and derived the thought process for the text2sql model's Chain of Thought (COT)
training pattern. Enhanced over 10,000 data entries, resulting in a 2.2% accuracy improvement in the model.
• Built a binary classifier using transformer decoders and BAAI BGE embeddings, achieving 91.5% accuracy in SQL column
selection from Chinese queries.
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