SentinelLink
During emergency spikes, dozens of citizens report the exact same incident. Without automated filtering, responders face severe notification fatigue and socket networks saturate with broadcast noise.
- ↳Full-stack PERN platform for incident reporting with real-time geolocation pinning and media uploads.
- ↳Stateless backend with JWT authentication and role-based access control (citizen, responder, dispatcher).
- ↳Room-based Socket.IO broadcasting that cuts unnecessary network fanout by 100% across unaffected sectors.
- ↳Duplicate detection using geospatial and time thresholds (200m / 10min) to automatically merge redundant reports.
- ↳Live incident visualization with Leaflet heatmaps and sub-50ms event dispatch.