Computer science at UC San Diego. Research on AI that invents circuits, vision systems running on real hardware, and production software at Qualcomm.
Value and Policy Iteration over a learned transition model, with a discretized state from a high-dimensional API and a multi-stage reward through the tech tree. Epsilon-greedy exploration with decay, and no hand-coded pathfinding.
Computer vision platform that counts and measures kernels and grains from photographs, with metric scale recovery from a calibration marker, DUS/IRRI grain typing, and PyTorch inference behind a unified FastAPI hub.
End-to-end pipeline for a BC1 backcross population: genotype QC, genome-wide binary-trait scans, 1,000 permutation tests, effect sizes, and publication-ready outputs.
Vision and pathfinding pipeline with cascade classifiers for embedded performance constraints. Benchmarked and tuned throughput bottlenecks for measurable gains.
Everything in C++ with ASCII art. Story choices set starting money and luck, and bar drinks shift luck up or down.
Certified: Boomi Professional Integration Developer, Boomi Associate Integration Developer.
Coursework: Operating Systems, Computer Networks, Computer Security, Machine Learning, Probabilistic Models, Search and Reasoning, Computer Vision, Theory of Computation, Recommender Systems, Applied Linear Algebra.
Honors: Dean's, Provost's and Chancellor's lists.
A playable take on the 2048 challenge from CSE 150B. Take a turn yourself, ask the search agent to choose, or watch it play. The agent mirrors your assignment's depth-3 expectimax model: chance nodes place a 2 in each empty cell with equal probability, and leaves use accumulated score. The game itself still spawns 2s and 4s.
Your turn — use the arrow keys, WASD, swipe, or the move pad.
A little shell for the portfolio. Type a command and press Enter.