Built & Launched
Startups co-founded, software shipped, research published, and communities served.
Startups
Proprietary occupancy-tracking platform built for university clients. Computer vision system monitors real-time space utilization across campus facilities — live in 100+ locations at the University of Rochester.
AI voice agent platform that gives businesses across New York a customized voice. Developed financial models for pricing and forecasting, led a team of 10+, and saved clients a combined $70k+ through optimal staffing recommendations.
Projects
ML-powered news aggregation and recommendation platform processing 1,000+ daily articles from 500+ sources. Hybrid recommendation engine combining dense vector embeddings, BM25 ranking, and Thompson Sampling multi-armed bandit algorithm.
Full-stack web platform enabling university clubs to share events and updates while fostering community engagement. Won DandyHacks — 1,500+ lines of code shipped within hackathon time constraints.
Free, open-source web platform mapping 4,000+ homeless service locations across NYC — shelters, food, medical care, warming centers, and more. Built to be privacy-first and offline-capable so both homeless individuals and the social workers who serve them can find help fast, with no barriers.
Research
Led a cross-functional research team developing advanced ML models for post-volatility stock price forecasting. Architected a deep neural network achieving measurable predictive edge on S&P 500 stocks following significant market movements (>10%). Applied SMOTE for class imbalance, time series cross-validation, and permutation-based feature importance analysis.