Michael Guo
Senior Applied Scientist at Uber
New York, New York, United States
Summary
🤩
Rockstar🎓
Top SchoolMichael Guo is a Senior Applied Scientist at Uber in New York with five years of industry experience applying ML to personalization, targeting, and time series forecasting. He progressed from time series roles into personalization work after earlier positions at Aetna/CVS and C2FO where he focused on causal inference and forecasting for business impact. His background includes a MS in Financial Engineering and Mathematics and a publication from research at Los Alamos National Laboratory, reflecting a blend of rigorous quantitative training and production ML. Known for turning complex temporal and causal problems into scalable systems, he brings both research credibility and hands-on product delivery to high-impact personalization pipelines.
5 years of coding experience
7 years of employment as a software developer
Bachelor of Science (BS) Mathematics, Bachelor of Science (BS) Mathematics at South China Agricultural UniversityMaster of Science (MS) Financial Engineering; Mathematics, Master of Science (MS) Financial Engineering; Mathematics at Claremont Graduate University
Github Skills (31)
prediction-model10
arima10
sampling10
tidymodels10
regression10
pystan10
bayesian10
state-space10
exponential-smoothing10
probabilistic10
orbit10
forecast10
stan10
cosmology9
forecasting-models9
Programming languages (1)
Github contributions (5)
michaelguo221/Git
Mar 2021 - Mar 2021
Contributions:4 reviews, 14 PRs, 15 pushes in 1 day
FreeRealEstate221/Prod
Mar 2021 - Apr 2021
Contributions:42 pushes, 1 branch, 5 comments in 1 month
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.