Collin Rooney
Associate Manager Data Science
New Orleans, Louisiana, United States
Summary
👤
Senior🎓
Top SchoolCollin Rooney is an Associate Manager of Data Science with nine years of experience building production-ready analytics and ML solutions across consulting, market research, and enterprise teams. He blends a strong academic foundation from Northwestern and Auburn with hands-on expertise in causal inference, time-series tooling, and interactive visualizations—having shipped an Electron/React causal-inference app and produced ggplot and three.js visualizations that directly drove client revenue. At HUMN Behavior he advanced from Data Scientist to Senior Data Scientist while helping create software products and shape company direction, and he now leads data science efforts at Altria. Collin is comfortable across the stack—R and Python modeling, JavaScript front-ends, and app development—and has a track record of turning research (e.g., conditional independence testing) into faster, more accurate production tools. Colleagues describe him as both personable and highly effective, a pragmatic scientist who enjoys making complex analyses accessible.
9 years of coding experience
8 years of employment as a software developer
Master of Science (M.S.) Analytics, Master of Science (M.S.) Analytics at Northwestern UniversityBachelor of Electrical Engineering (B.E.E), Bachelor of Electrical Engineering (B.E.E) at Auburn University
Github Skills (10)
prophet10
time-series-forecasting10
hierarchical10
forecasting9
time-series8
machine-learning8
deep-learning2
python2
pytorch2
tensorflow1
Programming languages (1)
Github contributions (5)
CollinRooney12/htsprophet
Jul 2017 - Feb 2021
Hierarchical Time Series Forecasting using Prophet
Contributions:83 commits, 2 PRs, 81 pushes in 3 years 6 months
forecastingtime-series-analysisseries-forecastinghierarchicalmachine-learning
hbintel/Flask-AppBuilder
Aug 2022 - Feb 2023
Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/
Contributions:2 PRs, 7 pushes in 6 months
pythonflaskcrudgoogle-chartson-top
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