Tyler Blume
Lead Data Scientist
Atlanta, Georgia, United States
Summary
👤
Senior🎓
Top SchoolTyler Blume is a Lead Data Scientist based in Atlanta with nine years of experience turning statistical rigor and pragmatic engineering into business impact across retail and consumer goods. Comfortable both leading teams and diving into code, he blends classical econometrics (GLS, MLE, Ridge/LASSO) with modern ML tools in Python (SciPy, scikit-learn) to build validated, production-ready models. His background ranges from hands-on Python development and SQL-backed reporting at The Home Depot to managing data science at Newell Brands and now Daybreak, giving him deep domain knowledge in retail forecasting and experimentation. A lifelong learner who describes himself as “an expert at becoming an expert,” he pairs creative problem solving with a commitment to Occam’s Razor to deliver simple, defensible solutions. He also brings full-stack web experience (MySQL/HTML/PHP/JS) and practical competition experience from Kaggle to bridge analytics, engineering, and deployment.
9 years of coding experience
6 years of employment as a software developer
Master’s Degree Economics, Master’s Degree Economics at University of South FloridaBachelor’s Degree Economics, Bachelor’s Degree Economics at Marietta College
English
Stackoverflow
173reputation
12kreached
0answers
13questions
Github Skills (68)
prophet10
forecast10
hint10
forecasting10
deepar9
transfer-learning9
anomaly-detection9
exponential-smoothing9
tabular9
ets9
user-friendly9
machine-learning9
time-series9
data-mining9
time-series-forecasting9
Programming languages (1)
Github contributions (5)
tblume1992/BetaBoost
Dec 2019 - Oct 2021
A small wrapper to do Beta Boosting with XgBoost
Contributions:23 commits, 14 pushes, 1 branch in 1 year 11 months
xgboostboostingpythonto-do
tblume1992/LazyProphet
Feb 2022 - Sep 2022
Contributions:31 commits, 25 pushes, 1 branch in 6 months
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