Projects

ForeSight monitors live signals and scores market risk. It links geopolitical events to public companies. It uses Perplexity Sonar Pro and Finnhub. It also uses RSS discovery, maps and opportunity cards.

I worked across the product flow from event discovery to risk analysis and dashboard presentation.

The platform turns crisis data into structured reports for analysts and operations teams. It uses LangGraph, Django and React. It also uses Azure PostgreSQL and Azure OpenAI. Source data comes from HDX, GDELT, ReliefWeb and Copernicus.

I built the data ingestion flow, agent orchestration and system integration.

AIDR combines FastAPI agents, PostgreSQL with PostGIS and WebSockets. It uses OpenAI analysis, Mapbox and mission control workflows.

I built the agent backed response flow and dashboard model for command decisions.

CampNav uses LiveKit voice and camera frames. It adds multimodal LLM context, orientation data and QR detection. HackLondon work fed into the AR guidance prototype.

I connected the voice assistant, camera stream and navigation overlay into one prototype.