Zhengdao Li
Computer Vision Analyst at Auckland Transport
Hong Kong Island, Hong Kong, China
Summary
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Senior🎓
Top SchoolZhengdao Li is a computer vision analyst and MSc candidate in Computer Science based in Hong Kong with 11 years of hands-on experience applying machine learning to real-world systems. He has bridged research and production across academia and industry, from fine-tuning ViTs for hairstyle classification and facial mesh/pose pipelines at HKU to deploying perception stacks for railway safety using YOLOv8, OpenPCDet and DeepStream at Kodifly. Comfortable across the full ML lifecycle, he combines Python-first model development, MLOps (Docker, Ansible, Jenkins), and embedded/robotic integration (ROS, Fast-LIO) to deliver end-to-end solutions. His work uniquely spans Web/Unity client integrations for avatar animation and browser-based Mediapipe/three.js visualizations as well as sensor fusion for LiDAR-camera calibration. A former senior big data engineer turned PhD-track researcher, he pairs production engineering rigor with a researcher's eye for novel model fusion and efficient deployment.
11 years of coding experience
2 years of employment as a software developer
Exchange Student, Computer Science, A, Exchange Student, Computer Science, A at McGill UniversityThe University of Hong Kong (HKU)undergraduate, Information Technology, First Class Honor, undergraduate, Information Technology, First Class Honor at City University of Hong KongGithub contributions (5)
ICLab4DL/GGN
Jun 2022 - Mar 2023
Contributions:28 commits, 27 pushes, 5 comments in 9 months
zhengdaoli/zhengdaoli.github.io
Apr 2020 - Dec 2022
Contributions:57 commits, 54 pushes, 1 branch in 2 years 7 months
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