Edwin Montufar
Principal Machine Learning Scientist at Grainger
Miami, Florida, United States
Summary
👤
Senior🎓
Top SchoolEdwin Montufar is a Principal Machine Learning Scientist with 13 years of experience applying ML to drive business value, currently based in Miami and leading ML efforts at Grainger. He has designed and deployed production systems for record linkage, direct mail optimization, vector search for HR review analysis, and early-life customer value modeling, consistently turning research into scalable pipelines. Comfortable across the stack, he builds ELT workflows with tools like Prefect/DBT, deploys APIs and vector databases, and mentors interns and teams to elevate applied research. Equally curious and pragmatic, he has a background in mathematics and a history of creating practical solutions—from job recommendation engines for underserved communities to automated reporting and time-series forecasting. Notably, he pairs experimentation-driven decisions with careful productionization, ensuring models deliver measurable business impact.
13 years of coding experience
9 years of employment as a software developer
Mathematics, Mathematics at University of Illinois Urbana-ChampaignWeb Developer, Web Developer at Practicum USA
English, Spanish
Github Skills (33)
scikit10
scikit-image9
data-science7
scipy7
zendesk-api7
machine-learning7
scikit-learn7
pandas7
python7
wrapper6
api5
numpy5
zendesk4
google-cloud4
random-data3
Programming languages (4)
Github contributions (5)
Black-Milk/Dash-Docset
Jun 2013 - May 2014
Contributions:10 commits in 10 months
placescikitscikit-imagepythondash
Black-Milk/AlfredWorkflows
May 2013 - May 2015
Contributions:9 commits, 3 pushes in 2 years
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