Allocates spending for club ventures and overlooks revenue streams and expenses.

Prepared weekly classes in consulting, finance, and entrepreneurship for new members. Analyzed company 10-Ks, built DCF models, and wrote business analyses with models such as Economic Moat and Porter's Five Forces.

• Built and trained a GCN model to partition event attendees into compatible groups• Repurposed pre-existing algorithms to generate synthetic data for model training• Refactored matching algorithm codebase and documentation, yielding a 54x speed-up• Yielded a 99.2% group satisfaction rating from users with the ML matching algorithm

Modeling with Machine Learning, Spring 2024.

Formulated web protocols that are resistant to quantum computer attacks according to NIST standards.

Worked on design of Deep Q-Networks and Self-Play algorithms to study effects of programmed biases in pricing algorithms on collusion.