01 The problem
Cloud-first monitoring floods dashboards with raw data and fails the moment the uplink does.
02 What I built
Dockerised edge nodes with on-device models for anomaly detection, MQTT with TLS end to end, a web dashboard with alerts, multi-connectivity (Ethernet, WiFi, GSM, Bluetooth).
03 What it does today
Sites get an alert when something is wrong, not a firehose — and keep working offline.
Next case
Navibil
Every vehicle, live, with history.