applied ml & robotics
| project | description |
|---|---|
| Presonance | comp-neuro model that predicts how an audience responds to a creative |
| Pedro Pathing | optimal quadratic decel model for robotics pathing used by 2.5k+ teams |
| GNN to predict parameters for MA-QAOA | filtering degenerate energy minima to a single canonical point using symmetries and training a gnn on it to predict parameters for ma-qaoa for solving max-cut |
| Powerlifting Coach | ai powerlifting coach that helps improve form through bytetrack+yolov8 and calculates rpe to dynamically manage a program |
| Fivehive | managing a team of 6 to build a react+next.js website to provide resources for 100k+ students |
| Quantum KenKen Solver | first quantum algorithm to efficiently solve a puzzle called KenKen |
- captain of #1 robotics team in WA and former #3 in the world
- prev founding eng @ a16z and z-fellows backed startup (energy infrastructure)
- prev comp bio research @ UW with prof. Arindam Das
- pub @ discover quantum science for a quantum algorithm for grundy chromatic number problem + oracle design for graph problems