Wenchao Ding
TopMinds(天才少年), Technical Lead, Research Scientist at Huawei
Hong Kong Island, Hong Kong, China
Summary
👤
Senior🎓
Top SchoolWenchao Ding is a research scientist and technical lead with nine years of experience developing real-world robotics and autonomous vehicle planning systems, currently leading a pioneer team at Huawei. He combines PhD-level rigor from HKUST with hands-on deployment expertise, repeatedly validating learning-based prediction and coupled prediction-decision networks on-board in the most challenging urban scenarios. His work spans designing scalable, production-ready data pipelines and integrating neural networks with model-based planners to achieve human-like decision-making. Prior internships at DJI and an academic background in aerial robotics produced influential publications on spatio-temporal corridors and efficient decision-making used in dense, cluttered traffic. Known for preferring field-proven methods over simulation, he actively leverages industry partnerships to move algorithms from paper to vehicle.
9 years of coding experience
5 years of employment as a software developer
Bachelor of Engineering - BE, Electronics and Information Engineering, Bachelor of Engineering - BE, Electronics and Information Engineering at Huazhong University of Science and TechnologyHong Kong University of Science and Technology (HKUST)
Github Skills (21)
simulator10
deep-reinforcement-learning10
unreal-engine-49
artificial-intelligence9
simulation9
imitation-learning9
self-driving-car9
autonomous-driving9
carla9
ros9
computer-vision9
deep-learning8
cross-platform8
autonomous-vehicles8
ai8
Programming languages (2)
Github contributions (5)
WenchaoDing/wenchaoding.github.io
Apr 2019 - Mar 2023
Contributions:46 commits, 64 pushes in 3 years 11 months
WenchaoDing/kinodynamic_replanning
Sep 2017 - Oct 2017
Contributions:8 commits, 12 pushes, 1 branch in 27 days
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