
2026
Leitmotif
A graph neural network reads a song's repetition structure, BERT reads its description, and cross-attention lets each side look at the other.
Things I build to test an idea, solve a problem, or learn something the hard way.

A graph neural network reads a song's repetition structure, BERT reads its description, and cross-attention lets each side look at the other.

A campus platform for faculty reviews, course resources, discussions, and finding project teammates.

A low-cost hospital prototype that dispenses, transports, and releases medicine only after QR verification.

Small Python projects designed to make a first open-source contribution less intimidating.