United States Military Academy · Class of 2029
Cadet at West Point majoring in Operations Research with a Finance specialization and a minor in Artificial Intelligence. From Chicago, Illinois.
Profile
I study Operations Research with a Finance specialization and a minor in Artificial Intelligence at West Point. Over the past year I've focused on the mathematical foundations of predictive modeling through machine and reinforcement learning research in the Department of Mathematical Sciences, with hopes of partnering with SOCOM Ignite in the semesters ahead.
I'm drawn to the intersection of machine learning and military operations, especially how autonomous systems, from aerial to undersea, are reshaping the battlefield. I'm a Stokes Writing Fellow and Dean's List honoree, and outside the classroom I've earned the Norwegian Foot March Badge and intend to commission as an Infantry officer upon graduation.
Work
A research site built for West Point's MA289 course. Applies Decision Trees, Bagging, and Random Forests to the Titanic dataset to study how ensemble methods reduce overfitting and improve prediction accuracy.
View Project 02A web tool built to help cadets organize and track gear for Cadet Field Training, West Point's summer military training program.
Open App 03A reinforcement learning agent managing a simulated distribution network learned to game its own reward. A case study in diagnosing reward hacking through behavioral auditing, then rebuilding the objective and verifying the fix.
View ProjectBackground