Yuhan Liu
Quantitative Analyst
Chicago, Illinois, United States
Summary
🤩
Rockstar🎓
Top SchoolYuhan Liu is a quantitative analyst at Cubist (Point72) with eight years of quantitative research and teaching experience and a PhD in Statistics from the University of Chicago. He bridges rigorous academic research—spanning research assistantships and a DRW options research internship—with production-focused engineering through contributions to projects like the vllm production stack and LMCache. Comfortable moving between probabilistic modeling, applied mathematics, and production systems, he has led consulting projects and taught statistics at UChicago, grounding novel methods in practical implementation. Based in Chicago, he combines deep statistical theory with hands-on market modeling to deliver robust, deployable strategies.
8 years of coding experience
5 years of employment as a software developer
High School Diploma, High School Diploma at Jingyi High School 江蘇省宜興中學Bachelor of Science - BS, Mathematics and Applied Mathematics, Bachelor of Science - BS, Mathematics and Applied Mathematics at Fudan UniversityDoctor of Philosophy - PhD, Statistics, Doctor of Philosophy - PhD, Statistics at University of Chicago
Github Skills (51)
pytorch10
llama10
inference10
tpu10
amd10
llm10
cuda10
gpt10
xpu9
mlops9
keras9
llmops9
transformer9
object-detection8
segmentation8
Programming languages (2)
Github contributions (5)
YuhanLiu11/production-stack
Feb 2025 - Apr 2025
Contributions:83 pushes, 62 branches in 1 month
UChi-JCL/CacheGen
Mar 2024 - Oct 2024
Contributions:56 pushes, 5 branches in 6 months
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