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4 items · 4 projects
A geospatial similarity engine that learns the structural fingerprint of a place from OpenStreetMap features and returns 'what other places are like this?' across multiple countries. Custom-trained vision-transformer embeddings, pgvector, MCP server, agent-driven map UI. Built end-to-end.
Two production Model Context Protocol servers giving AI agents structured access to TomTom APIs. Both open source, both authored end-to-end (TypeScript, design + impl + docs).
Production multi-agent system for traffic analytics, demoed by Product Management at CES 2026 Las Vegas. Five specialised agents (routing, route monitoring, junction analytics, area analysis, traffic volumes) orchestrated through Agno's Team abstraction, served over AG-UI v1.0 with persistent chat memory.
Full-stack AI app that takes an address and returns a comprehensive neighbourhood profile (POIs, accessibility, routing to key destinations, market signal, livability score) by orchestrating a multi-step agent workflow over the TomTom MCP servers. Hackathon project that showcases MCP usage.