What they built

Campus Pilot for students

Campus Pilot is an MCP-based AI agent that acts as a campus operations copilot — checking schedules, room availability, and events, then actually acting on them (booking rooms, logging issues). Its standout feature is a real hardware tool integration: one demo room wired with a sensor and relay, so the agent can read live occupancy/conditions and physically toggle a light or fan. This grounds the "agentic AI" pitch in something judges can see happen in real time, not just database lookups. It reuses your embedded systems background as a genuine technical differentiator. The result: a practical, demoable tool rather than another generic chatbot.