Aaron Mcguire
Associate Principal
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.
10 years of coding experience
5 years of employment as a software developer
BS Statistical Science, BS Statistical Science at Duke University
Spanish, Russian
Github Skills (31)
accessories10
garbage10
kol10
rpg9
relay8
typescript8
tiles8
minecraft8
player7
gatsby6
parser6
tower6
tricks4
security4
beancount4
Programming languages (7)
Github contributions (5)
docrostov/yorick
Jan 2022 - May 2022
Contributions:4 PRs, 66 pushes, 7 branches in 4 months
loathers/BOFASpading
Sep 2023 - Sep 2024
A Heroku-hosted website that can be used to isolate which items from the Book of Facts exist in a given seed combination.
Contributions:8 reviews, 6 PRs, 11 pushes in 1 year
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