Tzu-heng Lin

Quantitative Researcher

Haidian District, Beijing, China
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Summary

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Senior
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Top School
Tzu-heng Lin is a quantitative researcher with 10 years of experience applying deep learning and computer vision to real-world problems across finance, autonomous driving, and fashion tech. He currently builds ML-driven strategies at UBIQUANT after leading algorithm work at Xiaomi and Kuaishou and co-founding StylingAI, where he scaled garment synthesis and deployment for the fashion industry. His background blends academic rigor from Tsinghua and Peking University with hands-on engineering—CUDA acceleration, PySpark/Hadoop pipelines, and production model/service optimization. Notably, he has experience taking research from prototype to product and raising early-stage funding as an AI R&D lead, making him effective at bridging research, engineering, and business priorities.
code10 years of coding experience
job7 years of employment as a software developer
bookMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Peking University
bookBachelor of Engineering - BE, Electronic Engineering, Bachelor of Engineering - BE, Electronic Engineering at Tsinghua University
bookBachelor of Business Administration - BBA, Business Administration and Management, Bachelor of Business Administration - BBA, Business Administration and Management at 清华大学经济管理学院 Tsinghua University School of Economics and Management
languagesEnglish, Chinese
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Stackoverflow

Stats
56reputation
6kreached
3answers
0questions
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Github Skills (159)

opencv10
benchmark10
fastapi10
python10
toolbox10
json-schema10
image-processing10
gnn10
swagger10
3d-object-detection10
datasets10
deep-learning10
gpu10
computer-graphics10
faster-rcnn10

Programming languages (8)

JavaShellCSSC++JavaScriptJupyter NotebookRubyPython

Github contributions (5)

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lzhbrian/Awesome-BEV-Papers

Jun 2022 - Nov 2022

Contributions:18 commits, 11 pushes in 5 months
lzhbrian/Cool-Fashion-Papers

Feb 2019 - Sep 2021

👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)
Contributions:26 commits, 5 PRs, 22 pushes in 2 years 7 months
pytorchfashion-aideep-learningcomputer-visionmachine-learning
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Tzu-heng Lin - Quantitative Researcher