Sizhe Liu
Research Assistant at University of North Carolina at Chapel Hill
Chapel Hill, North Carolina, United States
Summary
👤
Senior🎓
Top SchoolSizhe Liu is a Ph.D. student and research assistant at UNC Chapel Hill with nine years of software engineering and research experience across real-time systems, OS, automation, and machine learning systems. He has shipped production features at scale—including frontend and backend work for TikTok Shop—and built core ML infrastructure at WeRide.ai that converted thousands of models to TensorRT, enabled int8 quantization with 20–40% latency gains, and supported multi-team deployment workflows. Comfortable across C++, Python, Go, React, Kubernetes, and ML frameworks, Sizhe blends systems-level performance engineering with applied ML research. He also has hands-on experience in neuroimaging ML and large-scale ETL, demonstrating a knack for squeezing efficiency from data and inference pipelines. Known for cross-functional collaboration across time zones, he chose graduate research after industry success, signaling a deliberate shift toward advancing machine learning systems research.
9 years of coding experience
3 years of employment as a software developer
Chengdu NO.7 High School 成都市第七中学Bachelor of Science - BS, Computer Science, 4.0, Bachelor of Science - BS, Computer Science, 4.0 at Georgia Institute of Technology
Chinese, English, German
Github Skills (14)
arxiv9
latex8
docking6
paper5
editor5
networking2
chatgpt2
python2
network1
debian1
rooting1
android1
chatbot1
telegram-bot1
Programming languages (6)
Github contributions (5)
SizheRee/HUST-Master-Thesis-Template
Sep 2023 - Mar 2025
华中科技大学 计算机学院 硕士/博士 毕业论文 Latex 模板（参考2023年标准）
Contributions:2 releases, 1 PR, 12 pushes in 1 year 6 months
earlybackhome/easy-expression
May 2017 - Jun 2017
Contributions:22 commits, 24 pushes, 1 branch in 5 days
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