Jeremy Werner
Senior Manager at Allstate
Greater Chicago Area United States
Summary
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Senior🎓
Top SchoolJeremy Werner is a Senior Manager and data science leader at Allstate with 12 years of experience building machine learning pipelines and scaling analytics teams. He rose through technical roles—from Data Scientist to Principal Data Scientist—combining hands-on model development with operationalizing ML workflows for production. A former research ecologist and statistics instructor, he brings rigorous experimental design and clear teaching ability to cross-functional initiatives and continuing education programs. Jeremy has deep R and statistical automation roots from academic and government research, which inform his emphasis on reproducibility and automated validation in enterprise settings. Based in the Greater Chicago Area, he blends applied statistics, software engineering, and mentoring to turn complex data problems into reliable, auditable solutions.
12 years of coding experience
9 years of employment as a software developer
Master of Science (M.S.) Statistics, Master of Science (M.S.) Statistics at University of California, DavisBachelor of Science (BS) Mathematics (Minors: Computer Science Statistics Economics), Bachelor of Science (BS) Mathematics (Minors: Computer Science Statistics Economics) at South Dakota State University
Github Skills (42)
portable10
xgboost10
gradient10
dataflow9
directions9
spark9
gbm9
java9
gradient-boosting9
scala9
python9
machine-learning9
distributed-systems9
dask9
boosting9
Programming languages (5)
Github contributions (5)
jmwerner/recipes
Jul 2016 - Dec 2022
Contributions:9 releases, 595 commits, 2 PRs in 6 years 6 months
recipes
jmwerner/Sandbox
Dec 2015 - Feb 2020
Contributions:91 pushes, 3 branches, 29 issues in 4 years 3 months
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