Kevin Yu
Computer Science @ University of Washington
- Role
- Undergraduate Researcher at Paul G. Allen School Of Computer Science & Engineering
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Kevin Yu
Hi! I\'m Kevin, a student at the University of Washington with a passion for statistics and artificial intelligence. I am currently still exploring what I want to do specifically later on but I am currently interested in Machine Learning, Computer Vision, Deep Learning, and Data Science. I have experience in bioinformatics research, competitive coding, mathematics, and leadership positions in various non-profit organizations. I am always willing to meet new people and learn new things so feel free to connect with me!
Experience
Undergraduate Researcher
Paul G. Allen School Of Computer Science & Engineering
Jan 2026 — Present · Seattle, WA, US
Engineering a multi-step pipeline for agents to generate executable Python code for data transformation and statistical modeling, aiming to exceed the baseline 13% coverage for statistical model formulation- Evaluated LLM agent performance on BLADE (Benchmarking Language Model Agents for Data-DrivenScience) dataset, addressing challenges in open-ended research questions across 12 real-world datasets- Designing agentic workflows to automate the end-to-end scientific analysis process including data wrangling and statistical modeling to replicate the decision-making of real-world data scientists.
Education
University of Washington
Bachelor's degree, Computer Science
Paul G. Allen School of Computer Science & Engineering
Bachelor of Science - BS, Computer Science
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