Yu-heng Lei
Machine Learning Engineer at Houzz
New Taipei, Taiwan
Summary
👤
Senior🎓
Top SchoolYu-heng Lei is a Machine Learning Engineer with 11 years of experience building recommendation, information retrieval, and big data systems, currently working at Houzz after a prior ML role at Tubi (acquired by Fox). He holds two master’s degrees—including an MS from Carnegie Mellon—and strong academic foundations from National Taiwan University and National Tsing Hua University. His background spans productionizing personalization and advertising models in a streaming-video environment as well as research and applied ML roles in telecom and startups. Based in New Taipei, he returned to Taiwan in 2020 and is open to broader software engineering opportunities across Taipei City and Banqiao. A detail not obvious from titles: he pairs production ML experience with localization QA and research stints, giving him a pragmatic cross-disciplinary perspective on systems, data quality, and deployment.
11 years of coding experience
5 years of employment as a software developer
Master of Science - MS, Computer Science, GPA: 4.04 / 4.30, Master of Science - MS, Computer Science, GPA: 4.04 / 4.30 at National Taiwan UniversityBachelor of Science - BS, Computer Science, GPA: 3.92 / 4.00, Bachelor of Science - BS, Computer Science, GPA: 3.92 / 4.00 at National Tsing Hua UniversityMaster of Science - MS, Computer Science, GPA: 3.77 / 4.33, Master of Science - MS, Computer Science, GPA: 3.77 / 4.33 at Carnegie Mellon University
traditional chinese, English, taiwanese hokkien
Github Skills (7)
syntax-highlighting7
jupyter-notebook6
jupyter5
jupyterlab5
jupyterlab-extension5
css5
notebook4
Programming languages (1)
Github contributions (5)
RyanLeiTaiwan/datasciencecoursera
Jan 2015 - Feb 2015
Contributions:7 pushes in 1 month
RyanLeiTaiwan/pi1-yuhengl1
Jan 2017 - Feb 2017
Contributions:5 pushes, 1 branch in 14 days
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