Chia-man Hung
Machine Learning Researcher at J.P. Morgan
England, United Kingdom
Summary
👤
Senior🎓
Top SchoolChia-man Hung is a machine learning researcher with a DPhil from the University of Oxford and a decade of experience applying ML across robotics, aerospace, and space science. He combines deep generative modelling, reinforcement learning and motion planning expertise with practical engineering experience from roles at J.P. Morgan, Google, and the Frontier Development Lab collaborating with ESA. His background in elite French and Taiwanese institutions (École Polytechnique, ENS Paris-Saclay, Université Paris-Saclay) and a Clarendon Scholarship reflects strong mathematical foundations paired with applied data-science training. He has moved seamlessly between research and production: developing onboard ML for space weather forecasting and shipping Google Assistant software. Comfortable with both theory and systems, he often tackles problems at the intersection of planning, perception and uncertainty. A less obvious strength is his early experience in graph theory and quality-control analytics, which informs a rigorous, data-driven approach to complex system design.
10 years of coding experience
1 year of employment as a software developer
High School Science, High School Science at National Experimental High School, Hsinchu Science Park, TaiwanEngineer’s Degree Computer Science, Engineer’s Degree Computer Science at Ecole PolytechniqueMaster’s Degree Data Science Applied Mathematics, Master’s Degree Data Science Applied Mathematics at Université Paris-SaclayMachine learning Applied Mathematics, Machine learning Applied Mathematics at École Normale Supérieure Paris-SaclayDoctor of Philosophy (DPhil) Machine Learning & Robotics, Doctor of Philosophy (DPhil) Machine Learning & Robotics at University of OxfordEngineer’s Degree Data Science, Engineer’s Degree Data Science at Télécom ParisBachelor’s Degree Mathematics physics computer science, Bachelor’s Degree Mathematics physics computer science at Lycée Louis le Grand
Chinese, French, English, Japanese, German, Mandarin, Russian
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (32)
planning6
robot6
generalization6
robotics6
inverse6
optimization5
simulations5
meta-learning5
benchmark4
simulation4
benchmarking4
mujoco4
dynamics4
large-scale4
manipulation4
Programming languages (3)
Github contributions (5)
supercontact/PathFinding
Nov 2015 - Dec 2019
Contributions:47 commits, 14 pushes in 4 years 1 month
supercontact/PathFindingEnhanced
Jan 2016 - Dec 2019
Contributions:14 commits, 12 pushes in 3 years 11 months
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