Skip to Main Content

Tech _Endmin

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Tech _Endmin — Demo video

EcoTrack is a Global AI Environmental Intelligence Agent designed to make environmental information accessible, understandable, and actionable for people worldwide. Air-quality information is fragmented across monitoring stations, weather services, atmospheric forecast models, and environmental platforms. People often struggle to understand current pollution conditions, identify dominant pollutants, compare locations, and distinguish measured observations from model-based forecasts. EcoTrack addresses this challenge through a unified AI-powered environmental intelligence platform. Key capabilities include: • Global Environmental Dashboard: Access location-based air-quality and meteorological information using real environmental data providers. • Global Pollution Map: Explore geographical environmental conditions and available monitoring-station observations. • AI Environmental Copilot: Ask questions in English or Urdu and receive evidence-grounded explanations using environmental telemetry. • Multimodal Visual Inspection: Analyze uploaded environmental images for qualitative visual context, without pretending that photographs can measure PM2.5, PM10, or AQI. • Cross-Continental Comparison: Compare environmental conditions across cities and understand differences in pollution and atmospheric conditions. • Environmental Alerts: Configure threshold rules and track recorded exceedance events. • Global Location Search: Discover locations worldwide and retrieve available environmental information. The technology stack combines React, TypeScript, Node.js, environmental data APIs, Meta Llama open-weight models through Cloudflare Workers AI, Groq inference, and Google Gemini for multimodal capabilities. EcoTrack distinguishes actual ground observations from provider-generated atmospheric forecasts and AI-generated explanations. Missing information must be disclosed rather than presented as fabricated measurements. Our mission is to turn fragmented environmental information into transparent, accessible intelligence that helps communities better understand the air around them. EcoTrack is built around the theme Build for Your World.

Team