Detian Deng
Data Science Manager
San Jose, California, United States
Summary
👤
Senior🎓
Top SchoolDetian Deng is a data science manager with 12 years of experience building measurement, experimentation, and ads quality systems across top-tier tech companies including ByteDance, Kuaishou, Google, and Facebook. He blends deep Bayesian and probabilistic modeling expertise with product-focused analytics, having led ad bidding, conversion lift, and ads quality initiatives at scale. His academic background (PhD in Biostatistics and MS in Computer Science from Johns Hopkins) underpins a track record of research-driven solutions and patented work from internship projects. Detian is comfortable moving models from probabilistic programming and Bayesian inference into production-facing ML systems, and he routinely bridges research, infra, and product teams. Now based in San Jose while hiring data science talent in Beijing, he combines global product experience with a rare cross-domain fluency in biostatistics, ML, and ads measurement. An often-overlooked strength is his consistent focus on reducing bias in experimental estimates, reflecting both statistical rigor and practical impact.
12 years of coding experience
5 years of employment as a software developer
Johns Hopkins UniversityBachelor's degree, Biotechnology, Bachelor's degree, Biotechnology at Shanghai Jiao Tong University
English, Chinese
Github Skills (12)
statistical-inference10
probabilistic10
probabilistic-models9
statsmodels9
probabilistic-graphical-models9
inference8
probabilistic-programming8
hacklang8
php8
hhvm7
machine-learning7
virtual-machine7
Programming languages (2)
Github contributions (5)
dengdetian0603/LogLinearModel
Mar 2015 - Aug 2016
Contributions:62 pushes in 1 year 5 months
dengdetian0603/SurvivalGMM
Mar 2016 - Feb 2018
Contributions:26 pushes, 1 branch in 1 year 11 months
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