Nathan Egbuna
negbuna26 [at] andover [dot] eduHi, I'm Nathan, a senior at Phillips Academy interested in RL, LLM internals, and the hardware powering them.
Currently: Mapping the frontier of efficient latent space reasoning.
EDUCATION
Phillips Academy
High School Diploma
High School Diploma
Relevant courses: Discrete Mathematics, iOS App Development, Object-Oriented Programming in Java
RESEARCH
Optimizing LLMs for Handheld Devices
Quantized medical LLMs for low-power devices, preserving response clarity to expand equitable access to AI health tools.
Quantized medical LLMs for low-power devices, preserving response clarity to expand equitable access to AI health tools.
Bias in Diagnostic Machine Learning Models
Independent research project in collaboration with WPI. Developed a prototype for diagnosing CVD and highlighting discrepancies across education, gender, and SES.
Independent research project in collaboration with WPI. Developed a prototype for diagnosing CVD and highlighting discrepancies across education, gender, and SES.
PROJECTS
VoteNM
Web app that streamlines the voting process by auto-filling New Mexico absentee ballot requests through a user-friendly form and PDF generation.
Web app that streamlines the voting process by auto-filling New Mexico absentee ballot requests through a user-friendly form and PDF generation.
Univestal
iOS app for youth financial literacy simulating stock and crypto trading with live market data. Available on App Store.
iOS app for youth financial literacy simulating stock and crypto trading with live market data. Available on App Store.