my projects.

AI Watermark Detection
Detecting AI-generated text watermarks at MIT Lincoln Laboratory.
HypoGeniC vs HypotheSAEs
Head-to-head comparison of AI hypothesis generation methods across multiple datasets.

Caisson AI
Offline AI assistants for field technicians in oil & gas. No internet? No problem.

Samsara Equity Research
Buy-rated equity research report on Samsara (NYSE: IOT), featuring DCF and comps valuation, independent FMCSA-based TAM analysis, and primary research with 40+ fleet operators.

AI Adversarial Attack Demo
Interactive platform demonstrating adversarial text attack techniques for security research and AI robustness testing.
Kalshi Market Analysis
Jump detection and event correlation for prediction markets.
Web Scrapers
Data collection and ingestion tooling for large-scale research datasets.

CPS Data Analysis
Northwestern research on Chicago Public Schools data to identify inequalities in education outcomes.
Braille Learning Device
Built an assistive device that reached 180 students and won national funding.