Aaron Mcguire
Chief Data Scientist
Richmond, Virginia, United States
Summary
👤
Senior🎓
Top SchoolAaron Mcguire is an Associate Principal and lending executive with 10+ years of hands-on experience designing risk, valuation, and compliance models for clients ranging from small lenders to top-5 banks. Based in Richmond, VA, he leads multiple project workstreams, manages a high-performing data science team, and drives business development and recruiting efforts for 2nd Order Solutions. A former Capital One data science manager, he blends applied credit lifecycle expertise with advanced analytics—leveraging Python at work, R in academic settings, and TypeScript for personal projects. He has a proven track record pushing technical capabilities through R&D and building scalable model-monitoring and map/reduce feature pipelines. Outside of finance he launched a widely read NBA analytics blog and produced a 370-essay player series that drew national media attention, reflecting a long-standing habit of turning quantitative curiosity into widely consumed storytelling.
11 years of coding experience
16 years of employment as a software developer
BS Statistical Science, BS Statistical Science at Duke University
Spanish, Russian
Github Skills (32)
accessories10
garbage10
kol10
tiles9
minecraft9
rpg9
relay9
gatsbyjs8
typescript8
player8
tower8
gatsby7
scripting7
parser7
heroku5
Programming languages (7)
Github contributions (5)
docrostov/yorick
Jan 2022 - May 2022
Contributions:4 PRs, 66 pushes, 7 branches in 4 months
docrostov/kol-ts-starter
Dec 2020 - Aug 2022
Starter repository for folks attempting to start developing in TypeScript for KoLMafia.
Contributions:3 reviews, 21 commits, 11 PRs in 1 year 7 months
typescript
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