Wonseok Jeon
Senior Research Engineer at Hyundai Motor Company (현대자동차)
Seoul, South Korea
Summary
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Senior🎓
Top SchoolWonseok Jeon is a Senior Research Engineer with nine years of experience blending mechanical engineering research and production-grade embedded AI at Hyundai Motor Company. With a PhD from Yonsei University, he specializes in robotics, imitation and reinforcement learning, and deep learning model compression and compiler-driven inference optimization for NPUs. He has led vehicle time-series forecasting, built parallel RL simulation and training environments (RAY-based), and developed toolkits to shrink and accelerate DL models for automotive deployment. Based in Seoul, he brings a rare combination of academic rigor and hands-on systems engineering that turns advanced ML research into scalable, real-time embedded solutions.
9 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy - PhD, Mechanical Engineering, Doctor of Philosophy - PhD, Mechanical Engineering at Yonsei University 연세대학교
Github Skills (2)
imitation-learning8
reinforcement-learning8
Programming languages (1)
Github contributions (5)
gemst1/ROS_Manipulator
Oct 2018 - Jun 2020
Contributions:39 commits, 31 pushes, 1 branch in 1 year 8 months
gemst1/IRL
Apr 2017 - Apr 2021
Inverse Reinforcement Learning, Inverse Optimal Control, Apprenticeship Learning, Imitation Learning review
Contributions:45 commits, 6 PRs, 42 pushes in 4 years 1 month
imitation-learningreinforcement-learning
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