Alan Huang
Software Engineer II - Perception Data
Houston, Texas, United States
Summary
👤
Senior🎓
Top SchoolAlan Huang is a computer vision and inverse imaging engineer with eight years of hands-on experience building AI-driven perception systems, from privacy-preserving camera fingerprinting to real-world autonomous vehicle and drone applications. Currently a Rice University ECE graduate student and Software Engineer II at Forterra, he has a track record of boosting model performance (notably +10% mAP gains on YOLO and Mask R-CNN projects) and shipping ROS-based perception pipelines for unstructured environments. His research blends Implicit Neural Representations and Kolmogorov–Arnold Networks to tackle medical imaging and inverse problems, reflecting a rare mix of applied research and production-focused engineering. Comfortable in C++, PyTorch, and ROS2, Alan also optimizes workflows and prototypes rapidly—his earlier work produced a tenfold speedup in privacy-preserving camera attribution. He’s seeking full-time roles in computer vision, machine learning, or perception engineering and enjoys collaborating on challenging AI problems that bridge research and field deployment.
8 years of coding experience
1 year of employment as a software developer
High School Diploma, High School Diploma at National Experimental High School at Hsinchu Science ParkMaster's degree Electrical and Computer Engineering focusing on Computer Vision, Master's degree Electrical and Computer Engineering focusing on Computer Vision at Rice UniversityBachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at National Chi Nan University
English, Chinese
Github Skills (38)
radiance10
neural-rendering9
python-app9
3d-reconstruction8
audio8
flux8
volume-rendering8
feed8
nuitka8
pytorch7
deep-learning7
python7
diffusion-models6
machine-learning6
executable6
Programming languages (3)
Github contributions (5)
csvt32745/ML_2021_Spring
Mar 2021 - Oct 2021
Contributions:76 commits, 1 push in 7 months
csvt32745/FTP-VM
Jun 2022 - Sep 2023
End to end video matting by propagating trimap
Contributions:26 pushes, 6 comments in 1 year 2 months
mattingvideo-mattingend-to-endvideotrimap
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