Eric Bunch
Assistant Director Data Science
Milwaukee, Wisconsin, United States
Summary
👤
Senior🎓
Top SchoolEric Bunch is an Assistant Director of Data Science with a decade of experience blending rigorous mathematical research and applied ML to solve business problems in insurance and fintech. He holds a Ph.D. in mathematics where he developed algebraic-geometry-inspired tools for studying monoids, a background he has parlayed into novel research applications such as metric space magnitude for machine learning. Eric has led production ML efforts—deploying PyTorch models, OCR pipelines, and human-in-the-loop topic discovery systems—and driven cross-functional analytics that improved customer targeting and document management. Comfortable with both theory and engineering, he taught himself software skills and advises learners at Codecademy, reflecting a commitment to practical education and reproducible workflows. Based in Milwaukee, he combines deep math instincts with product-focused delivery to extract signal from unstructured text and audio for finance and insurance use cases.
10 years of coding experience
14 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Mathematics, Doctor of Philosophy (Ph.D.) Mathematics at Kansas State UniversityBachelor’s Degree Mathematics, Bachelor’s Degree Mathematics at Baylor University
English
Stackoverflow
121reputation
6kreached
1answer
0questions
Github Skills (36)
breakout7
ibm-watson7
python-client6
traits6
scikit-learn6
machine-learning6
python6
speech5
fuzzy-logic5
watson5
kernel-methods4
topological-data-analysis4
speech-to-text4
ctc4
factorization4
Programming languages (4)
Github contributions (5)
wandb/layoutlm_sroie_demo
Oct 2021 - Dec 2021
Contributions:80 commits in 1 month
eric-bunch/eric-bunch.github.io
May 2018 - Dec 2020
Personal website for Eric Bunch
Contributions:5 PRs, 125 pushes, 3 branches in 2 years 7 months
reacteric
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