Zhou Ye
Senior Staff Engineer at ByteDance
Hangzhou City, Zhejiang, China
Summary
👤
Senior🎓
Top SchoolZhou Ye is a Senior Staff Engineer with 11 years of experience building large-scale machine learning systems and distributed ML infrastructure across leading Chinese tech companies including ByteDance, DiDi, and Alibaba. With an academic foundation in engineering statistics from Johns Hopkins and a BS in applied mathematics, he blends rigorous probabilistic modeling and deep learning expertise with strong software engineering practice. His work focuses on probabilistic graphical models, deep learning, and productionizing ML for NLP, information retrieval, and bioinformatics. Zhou has repeatedly advanced ML at scale through distributed implementations and cross-company leadership roles, driving practical solutions from research concepts to production. Based in Hangzhou, he is comfortable navigating both research-oriented algorithm development and the engineering challenges of high-throughput, real-world systems. An often overlooked strength is his statistical rigor, which grounds his ML models in principled uncertainty estimates even in large-scale deployments.
11 years of coding experience
8 years of employment as a software developer
Johns Hopkins UniversityBachelor of Science (BS) Applied Mathematics, Bachelor of Science (BS) Applied Mathematics at Xiamen University
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (7)
statistics9
machine-learning8
python8
data-science7
data-analysis7
scikit-learn6
scikit5
Programming languages (1)
Github contributions (5)
ZhouYeJava/AlzheimerDisease
Sep 2014 - Dec 2014
Contributions:13 commits in 2 months
ZhouYeJava/MCLDA
Dec 2014 - Mar 2015
Contributions:4 commits, 1 push in 2 months
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