Fei Xiao
Senior Manager, SW Engineering, Machine Learning And Recommendation
Chengdu City, Sichuan, United States
Summary
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Senior🎓
Top SchoolFei Xiao is a senior software engineering leader specializing in machine learning, reinforcement learning, deep learning and recommendation systems, currently leading ML and recommendation engineering at Roku. With eight years of industry experience and a PhD-focused background in AI, he has designed and deployed multiple large-scale ML systems at Google and Roku and holds and filed over a dozen patents across autonomous driving, personalization and anomaly detection. Fei has a rare blend of research-grade algorithmic wins—prize-winning mathematical modeling and ACM programming contest pedigree—with practical impact such as collision-escaping algorithms that achieved superhuman simulation performance at NIO and productionized recommendation and ranking engines across consumer and automotive products. He’s built and led high-performing teams (including a world-class AI group at BYTON) and bridges invention with delivery: inventing new optimization and scheduling algorithms that broke benchmarks while shipping services used in demos and production. Based in Chengdu with international experience across Silicon Valley firms and startups, he also contributes work around autodrive simulation and scenario reconstruction on GitHub, reflecting a sustained interest in applied 3D/scene problems.
8 years of coding experience
14 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Computer Science, focus in AI, Doctor of Philosophy (Ph.D.), Computer Science, focus in AI at National University of SingaporeBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Zhejiang University
Github Skills (36)
imitation-learning10
unreal-engine-410
simulator10
autonomous-vehicles10
self-driving-car10
openscenario10
deep-reinforcement-learning10
computer-vision10
apollo10
ros10
autonomous-driving10
carla10
artificial-intelligence9
simulation9
cross-platform9
Programming languages (3)
Github contributions (5)
XiaoFei9704/wyjob
Mar 2018 - Mar 2018
Contributions:46 commits, 45 pushes, 2 branches in 13 days
XiaoFei9704/learn
Sep 2019 - Nov 2023
Contributions:11 pushes, 1 branch in 4 years 2 months
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