Bowen Lee

Machine Learning Engineer at Facebook

London, England, United Kingdom
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Summary

👤
Senior
🎓
Top School
Bowen Lee is a software engineer and machine learning specialist with 11 years of experience, currently working on ML systems at Facebook from London. He combines hands-on technical leadership with end-to-end delivery of large-scale recommendation, advertising, and survival-analysis solutions that drive measurable product value. With a PhD in Statistics from National Chiao Tung University, he bridges rigorous probabilistic modeling and practical deep learning implementations. Bowen has led cross-functional teams to productionize complex ML pipelines and specializes in architecting scalable systems for personalization and ads. Known for translating research-grade methods into robust engineering, he favors solutions that balance statistical fidelity with operational efficiency. Colleagues describe him as a pragmatic innovator who thrives at the intersection of experimentation, metrics, and production reliability.
code11 years of coding experience
bookPhD, Statistics, PhD, Statistics at National Chiao Tung University
languagesChinese, English
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Github Skills (34)

notebook10
pytorch10
kaggle10
python10
data-science10
mxnet10
machine-learning10
reinforcement-learning10
gaussian-processes10
hyperparameter-optimization10
keras10
deep-learning10
tensorflow10
natural-language-processing10
recommender-system10

Programming languages (2)

RPython

Github contributions (5)

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bowen0701/data-science

Oct 2018 - May 2023

Contributions:11 pushes, 1 branch in 4 years 7 months
bowen0701/docker-python3-ml

Mar 2018 - Sep 2020

Contributions:71 commits, 81 pushes, 7 branches in 2 years 6 months
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