University of California, Berkeley graduate with a B.A. in Applied Mathematics, Data Science, and Economics. I enjoy quantitative problem solving, with a strong emphasis on machine learning, modeling, algorithms, and numerical analysis. Here is a showcase of my work
Algorithmically modeled the physical dynamics of a drone system within a time-series. Implemented a Machine Learning Algorithm to optimize the control parameters for a swarm of autonomous vehicles tasked with mapping a set of static targets while minimizing collisions and completion time.
Encoded a mathematical model to simulate the progressive time-evolution of the distribution of particles from an infectious cough. Implemented a Machine Learning Algorithm to optimize the placements of a ventilation system.
Implemented a Gibbs-Sampling Algorithm to restore an image corrupted by noise. Incorporated blocked sampling that improved run-time efficiency by 5x compared to a naive sampler.
Built a 2D Tile-Based World Generation Engine. Implemented a pseudorandom algorithm that generates unique dungeon levels. Designed a data persistence system to support save/load functionality.
