AuraVa

Overview

A real-time air-quality decision platform that turns live atmospheric data into action for the most air-polluted region on Earth. AuraVa fuses live AQI sensors, satellite fire detection, wind data, and news, then uses AI to predict AQI trajectories, generate personalized bilingual (English/Urdu) health advisories, surface a school-safety meter, and plan low-exposure routes for gig riders. Every data point is tagged Live or Estimate so users always know what they're looking at.

Key Features

• AI AQI predictions over 6/12/24-hour horizons with honest confidence scoring
• Situation-driven bilingual health advisories for six health profiles
• Real interactive Leaflet map with worldwide city search and live AQI stations
• School Safety Meter (🟢/🟡/🔴) that adapts to the live AQI
• Safe-route planner that samples AQI along a real driving route for gig riders
• November 2024 Lahore crisis replay (AQI 350 → 1,900) for demos on clean-air days
• Real-first, honest-fallback design — never shows estimates as if they were live
• Real auth with per-user isolation (bcrypt + JWT)