Lili Wang

Data Scientist, Quantitative Analyst

Sunnyvale, California, United States
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Summary

👤
Senior
🎓
Top School
Lili Wang is a data scientist and quantitative analyst with nine years of experience applying advanced statistical methods to high-stakes problems in payments risk and trust & safety at Google and YouTube. She holds a PhD in Biostatistics from the University of Michigan and has a strong background in experimental design, platform-building for risk evaluation, and simulation-free group-sequential methods developed during an oncology internship. Comfortable collaborating with clinicians, economists, and engineers, she translates complex domain questions into validated statistical solutions and production-ready analytics. Based in Sunnyvale, Lili blends rigorous academic training with hands-on product impact, often surfacing subtle bias and error modes before they affect users.
code9 years of coding experience
job7 years of employment as a software developer
bookHigh School Diploma, Science, High School Diploma, Science at Hangzhou No.2 High School
bookMaster's degree, Molecular Cellular and Developmental Biology, Master's degree, Molecular Cellular and Developmental Biology at University of Michigan
bookB.S., B.S. at Zhejiang University
languagesEnglish, Chinese
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Github Skills (7)

state-space10
meta-analysis10
combo8
modelica8
r-package7
sequential6
simulation4

Programming languages (3)

RC++HTML

Github contributions (5)

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lilywang1988/CUSUM_mortality

Apr 2018 - Apr 2021

Simulation, analysis and plotting tools for O-E CUSUM for mortality monitoring
Contributions:2 PRs, 12 pushes, 3 branches in 3 years
pythoncusumsimulationmortalityplotting
lilywang1988/eSIR

Feb 2020 - Oct 2021

Extended state-space SIR epidemiological models
Contributions:40 commits, 68 PRs, 94 pushes in 1 year 8 months
extendedmeta-analysisstate-spacemodelicasir
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Lili Wang - Data Scientist, Quantitative Analyst