Infra­structure

200,000 visitors. Real-time resource coordination — shelters, supply drops, volunteer dispatch, missing persons, animal rescue — across affected communities during the 2025 Los Angeles wildfires.

A mutual aid map for New York City. Mapping community resources across every borough.

A personalized guidebook generated from conversation. Each book is unique — assembled from the Metropolitan Museum of Art's open collection and structured by an AI that listens before it speaks.

Upload a video. Set your marks. Get a clip. Server-side FFmpeg processing on Google Cloud Platform. No login, no watermark.

An AI service that transforms political sentiments into an actionable curriculum. Part of the mutual aid technology series alongside FireAid, FedAid, and NeedMatch.

An AI service to help federal public servants document and report their five achievements to the Office of Personnel Management. Built during the 2025 government restructuring.

A mutual aid exchange platform — matching needs with resources across communities. The infrastructure layer beneath the map.

A marketplace connecting developers with human reviewers for AI-generated code. Quality assurance for the age of synthetic programming.

A social media platform modeled on neural network topology rather than follower graphs. Connections form through resonance — shared attention, not mutual subscription.

An interactive concept cartographer powered by Claude 3.5 Sonnet. Enter a concept; the system generates a map of associations, visualizing the semiotic neighborhood of any idea.

Co-founded the Multi-Agent System for Non-Holonomic Racing — a low-cost, open-source robotic racecar for education and research. Built with Prof. Siddhartha Srinivasa and Dr. Sanjiban Choudhury at the University of Washington. Used by students, researchers, and makers internationally. Published at arXiv.

Built the first automated feedback system for inductive proofs at the University of Washington. Components adopted by UW and Caltech. Node.js front-end with SageMath symbolic computation backend.

Summer intern at the Jet Propulsion Laboratory. Designed and developed the test framework for Robot Operational and Computational Service (ROCS) to support Mars 2020 rover surface operations. AWS and Docker infrastructure.