Xian Lee
Senior Research Scientist at Hitachi
California, United States
Summary
👤
Senior🎓
Top SchoolXian Lee is a Senior Research Scientist with eight years of experience applying deep learning, reinforcement learning, and computer vision to industrial and scientific problems. Based in California, he has progressed from graduate research at Iowa State University to applied ML roles at Hitachi, contributing to scalable, production-ready algorithms for manufacturing and inverse design. His work blends generative modeling for design synthesis with robust RL approaches for control, and he has industry internship experience at Siemens and Lawrence Livermore that informed practical deployment constraints. Holding a PhD in Mechanical Engineering, Xian combines rigorous experimental background with engineering intuition, often bridging physical measurement insights from his early instrumentation work into data-driven model design.
8 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Mechanical Engineering, Doctor of Philosophy - PhD Mechanical Engineering at Iowa State UniversityAmerican Degree Transfer Program Mechanical Engineering, American Degree Transfer Program Mechanical Engineering at Sunway University
Malay, English
Github Skills (24)
actor-critic9
dqn8
chainer8
reinforcement-learning7
python7
deep-reinforcement-learning6
deep-learning6
mujoco6
machine-learning6
q-learning5
sac5
pytorch4
cuda4
cudnn4
gpu3
Programming languages (1)
Github contributions (5)
xylee95/Spatiotemporal-Attack-On-Deep-RL-Agents
Nov 2019 - Oct 2020
Contributions:25 commits, 1 push, 1 comment in 11 months
xylee95/MD-PGT
Mar 2021 - Dec 2021
Contributions:71 commits, 2 pushes in 8 months
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