Chin-an Cheng
Senior Computer Vision And Machine Learning Engineer at Lumachain
Taiwan
Summary
👤
Senior🎓
Top SchoolChin-an Cheng is a Senior Computer Vision and Machine Learning Engineer based in Taiwan with a decade of engineering experience and over four years focused on vision-based systems. He has driven research-to-product projects at National Tsing Hua University — including a CES‑shown home care assistant and a CVPR Probabilistic Object Detection Challenge–winning system — and now leads CV/ML efforts at Lumachain. His work spans human pose estimation, object tracking, activity recognition, probabilistic detection, and pose estimation for robotic grasping, blending academic rigor with production deployment. Comfortable across research, teaching, and industry R&D, he has a strong background in multimodal systems and end-to-end trainable architectures that reduce manual labeling. Colleagues would note his knack for turning complex perception research into practical, deployable systems on constrained hardware and cloud platforms.
10 years of coding experience
6 years of employment as a software developer
Master of science degree Electrical and Electronics Engineering, Master of science degree Electrical and Electronics Engineering at National Tsing Hua University
Chinese, English
Github Skills (14)
prediction10
value-iteration8
interaction8
python8
visual-recognition7
deep-learning5
markov-decision-processes5
computer-vision5
human-activity-recognition4
reinforcement-learning4
pytorch3
tensorflow3
semantic-segmentation1
annotations1
Programming languages (2)
Github contributions (5)
chinancheng/DOPE.pytorch
Dec 2018 - Nov 2019
Contributions:12 commits, 1 push in 11 months
chinancheng/awesome-activity-prediction
Mar 2018 - Jan 2020
Paper list of activity prediction and related area
Contributions:15 commits, 3 PRs, 7 pushes in 1 year 10 months
paper-listpythonprediction
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