Five public projects across coordination, accessibility, applied AI and environmental simulation. Each repository includes implementation context; prototypes and simulation are identified below.
A local, fictional caregiver-handoff prototype linking exact source quotations to transport tasks and acknowledgements. Explicit source replacement marks old reviews stale and preserves history. Includes a Python HTTP API, SQLite persistence and service tests. Nonclinical prototype.
A food-rescue coordination application covering donation listings, pickup claims and delivery check-ins. The code includes PostgreSQL transactional claim logic, row-level security, geofence checks and a vision-model integration. Built for the CSC Summer Impactathon.
A browser prototype for exploring chart data through sound, speech and keyboard controls. Combines CSV/SVG processing, editable extracted values and deterministic Web Audio sonification. Extraction quality and accessibility need broader validation.
An environmental-monitoring digital twin with a simulated sensor fleet, multimodal fusion logic, telemetry APIs and an ESP32-S3 firmware path. Designed to explore wildfire-monitoring scenarios. Simulation results do not establish physical hardware or field performance.
An AI-assisted small-business research and content-planning application. Combines a React interface, TypeScript/Express backend and model APIs to generate market summaries and content suggestions. Recommendations require review.