Zhiwei Song
AI Engineer at Pacer Health, Inc
Madison, Wisconsin, United States
Summary
👤
Senior🎓
Top SchoolZhiwei Song is an AI engineer and MS candidate in Computer Science at the University of Wisconsin–Madison with 12 years of hands-on experience building and optimizing machine learning systems. He has demonstrable strengths in efficient model deployment—having implemented structured sparsity, custom CUDA/PyTorch operators, and post-training quantization workflows that yielded large inference speedups on edge and GPU platforms. Comfortable across the ML stack, he combines research experience in graph representation learning and recommender systems with practical production work in computer vision and LLM-based solutions. Zhiwei’s toolkit centers on Python and PyTorch, and he has a track record of tuning models for constrained hardware like Orin SoC while preserving accuracy. Based in Madison, he’s motivated to apply data-driven AI to real-world problems and often bridges the gap between prototype research and production-grade pipelines.
12 years of coding experience
2 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at University of Wisconsin-MadisonIB Diploma, IB Diploma at International School of BrusselsShanghai High School
English, Chinese, French
Github Skills (7)
simulation7
mechanics7
python6
pymatgen5
structopt4
typescript2
modular1
Programming languages (2)
Github contributions (5)
ZhewenSong/ArtificialIntelligence
Jan 2017 - Dec 2018
Small codes for maze and game playing
Contributions:1 push, 1 branch in 1 year 11 months
mazeplaying
ZhewenSong/xv6-integration
Jan 2017 - Mar 2018
Contributions:12 pushes, 1 branch in 1 year 2 months
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