I integrated
Auth0 for user authentication, ensuring secure and seamless role based login in the app. And, I utilized
Mapbox to implement advanced floor mapping features, enabling the visualization of points and heat data on the map to effectively indicate incidents and track relevant activity in real-time using
MQTT.