Finalist
AlphaVector
https://alphavector.vercel.app/ AlphaVector is a Gemini-powered public health operations platform.
Core trick
Gemini agent moves map views and pulls satellite embedding analogs and live weather to brief outbreak-risk corridors.
Description
https://alphavector.vercel.app/
AlphaVector is a Gemini-powered public health operations platform. It helps health ministries and response teams identify where disease risk may escalate next by combining real environmental signals, live weather, satellite intelligence, and operational alerts in one interactive system.
Instead of acting like a generic chatbot, the Gemini agent investigates. It sweeps the map across time, changes views, highlights priority corridors, opens local detail panels, pulls live context, and produces concise outbreak briefings grounded in the evidence it finds. AlphaVector uses real Earth observation data, AlphaEarth analog retrieval, observed land cover, live weather, WHO context, and GDACS alerts to help teams understand where attention is needed first and what action to take next.
README excerpt
# AlphaVector AlphaVector is a Gemini-powered public health operations console for monsoon-season outbreak analysis across South and Southeast Asia. It combines: - A geospatial H3 outbreak-monitoring interface - Real Earth observation signals - AlphaEarth analog retrieval - Live weather and operational alert feeds - A streaming Gemini agent that investigates, moves the map, inspects evidence, and briefs the user ## Why This Matters Public health teams do not just need a chatbot. They need a system that can tell them: - where attention is needed first - what environmental conditions are driving concern - what to monitor next before an outbreak accelerates AlphaVector is built around that workflow. It is meant to feel like a lightweight outbreak operations console for a ministry, response team, or regional health lead during monsoon season. ## Hackathon Fit AlphaVector directly targets: - **Statement Two: Multi-Modal Agents** - **Statement Three: AI Applications** Why it fits: - Gemini does not just answer questions. It operates the interface through tool-calling, sweeps the timeline, zooms the map, highlights corridors, opens local detail views, and leaves field notes. - The system supports multimodal reasoning through Gemini vision over local satellite composites when live imagery is available, and falls back cleanly to structured evidence when it is not. - The product solves a real operational problem: outbreak monitoring and monsoon preparedness for places where