Yu Shi
Staff Machine Learning Engineer at Meta
Houston, Texas, United States
Summary
👤
Senior🎓
Top SchoolYu Shi is a Staff Machine Learning Engineer at Meta with 13 years of experience bridging scientific computing, data analytics, and AI. Trained as a mechanical engineer with a PhD from University of Wisconsin-Madison, he transitioned from combustion, CFD and engine optimization research into industrial data science and production ML—leading data teams and building disruptive engineering solutions at Phillips 66 before joining Meta. His expertise spans optimization, adaptive numerical solvers, GPU-accelerated simulation, and turning complex physical models into scalable ML systems. Based in Houston, he brings a rare combination of deep domain knowledge in hydrocarbon fuels and practical ML engineering at scale, often leveraging scientific computing tricks in production pipelines.
13 years of coding experience
19 years of employment as a software developer
Ph.D., Mechanical Engineering, Ph.D., Mechanical Engineering at University of Wisconsin-MadisonM.E., Mechanical Engineering, M.E., Mechanical Engineering at Huazhong University of Science and Technology
Chinese, English
Github Skills (56)
python10
machine-learning10
deep-learning10
tensorflow10
neural-network10
data-science9
spectrogram9
ml9
deep-neural-networks9
audio9
speech9
signal-processing8
transformation8
pytorch7
io7
Programming languages (2)
Github contributions (5)
athlonshi/Sundials-MAGMA
May 2013 - May 2013
Contributions:7 commits in 21 days
athlonshi/audio
Jul 2022 - Jul 2022
Data manipulation and transformation for audio signal processing, powered by PyTorch
Contributions:3 pushes, 1 branch in 1 day
pytorchmanipulationsignaltransformationmachine-learning
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