Dr. Huang is a doctoral student at the School of Mechanical and Aerospace Engineering, Nanyang Technological University (NTU), Singapore, and he is currently a Visiting Fellow in the Computational Robotics Group at John A. Paulson School Of Engineering And Applied Sciences, Harvard University. He is one of the pioneering team leaders representing Singapore in its first-ever participation in a real-world Super Formula-level autonomous racing challenge. His research interests include autonomous driving and racing, human-in-the-loop AI, foundation models, and lifelong reinforcement learning. He received many awards and honors, selectively including distinguished doctoral student in ITS field from IEEE ITSS, first prize in ITSSxLTA Hackathon 2025: Making Our Roads Safer competition (2025), first place in occupancy flow prediction at the Waymo Open Dataset Challenges (CVPR 2024), Best Paper Runner-Up at the 26th IEEE International Conference on Intelligent Transportation Systems (ITSC 2023), and Silver medalist at the Intelligent Algorithm Final of the 2022 Alibaba Global "Future Vehicle" Challenge (2022). Additionally, he serves as a reviewer for over 20 journals and conferences, including IEEE T-PAMI, IEEE T-ITS, IEEE T-VT, IEEE T-IV, ,IEEE T-NNLS, Engineering, IEEE ITSC, IEEE IV, IEEE IROS, IEEE ICRA and so on. His homepage is: https://oscarhuangwind.github.io/