Yuhan Liu
Quantitative Analyst
Chicago, Illinois, United States
Summary
🤩
Rockstar🎓
Top SchoolYuhan Liu is a PhD candidate in computer science at the University of Chicago who specializes in production LLM infrastructure, contributing to LMCache and the vLLM production stack. With seven years of experience that include research and software internships at Microsoft, Google, and Tensormesh, he blends rigorous research with hands-on engineering to move language models from prototype to production. An honors CS graduate from UW–Madison, he pairs deep systems knowledge with practical deployment skills across cloud and ML stacks. Early work as an academic coach in discrete mathematics hints at strong pedagogical instincts and a knack for distilling complex ideas for teams and stakeholders.
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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