What I've been up to
Featured Projects
Prometheus
AI-powered O-1 visa application platform helping extraordinary individuals navigate immigration. Backed by Eric Schmidt and Sebastian Thrun.
PUSHPA - Pyro UAV System
Smart glasses-controlled drone system for wildfire response with 20x optimized edge compute. Real-time hazard detection without Wi-Fi connectivity for first responders.
Research Projects
On the Value of Chess Squares
Machine learning approach to chess piece and square valuation using Q-learning techniques.
Chessable Research Awards Winner
Fall 2023 winner for using machine learning to value chess pieces and squares.
Earthquake Magnitude Forecast
ML techniques for forecasting earthquake magnitudes in North-West Indian region.
Agri-GNN Framework
Novel genotypic-topological graph neural network built on GraphSAGE for yield prediction.
Soybean Yield Prediction
Comprehensive study using soil and hyperspectral reflectance data for agricultural optimization.
Context Poisoning Attacks
Research on cross-origin context poisoning attacks against AI coding assistants.
GNN Counterfactual Explainability
Developing counterfactual explanation methods for graph neural networks.
Retirement Simulations
Monte Carlo methods for 401K and IRA retirement planning optimization.
Twitter Financial Sentiment
Analysis of Twitter sentiment to predict financial market trends and movements.