Yinsen Miao
Director Data Science - Generative AI
Cambridge, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolYinsen Miao is a data science leader and Ph.D. statistician with 11 years of experience building scalable Bayesian and machine learning systems across energy, finance, and consumer finance. Currently Director of Data Science for Generative AI at Fidelity, he combines deep probabilistic modeling expertise with hands-on work in deep reinforcement learning and practical deployments. His prior work at Shell produced autonomous Bayesian geosteering tools used on hundreds of wells and featured in high-profile presentations, and his Quantlab internship yielded a state-space model that advanced yield-curve forecasting. Comfortable bridging research and production, he has shipped patented algorithms and trading strategies with measurable business impact. Based in Cambridge, MA, he pairs rigorous academic training with a demonstrated appetite for exploring new ML paradigms like deep learning and RL.
11 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Statistics, Doctor of Philosophy (Ph.D.) Statistics at Rice UniversityBachelor of Science (BS) Applied Mathematics, Bachelor of Science (BS) Applied Mathematics at Minzu University of China
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (18)
integer8
mixed-integer-programming7
nonlinear7
julia7
optimization6
variable-selection6
mathematical6
mathematical-programming6
modeling5
linear-programming5
nonlinear-programming5
linear-optimization4
bayesian4
scalable2
mathematical-optimization2
Programming languages (2)
Github contributions (5)
yinsenm/gerber
Jun 2021 - Sep 2022
Contributions:3 commits, 2 pushes, 1 branch in 1 year 3 months
yinsenm/yinsenm.github.io
Jan 2015 - Aug 2016
Contributions:31 pushes in 1 year 7 months
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