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A.
All work

Vehicle Twin

Digital twin system for monitoring vehicle behaviour and telemetry in real time.

PythonMQTTInfluxDBGrafanaReactTypeScriptFastAPIDocker

Problem

Vehicle diagnostics are reactive. Fleet operators and individual owners lack real-time insight into vehicle health and behaviour patterns.

Solution

A digital twin system that mirrors a physical vehicle in software, ingesting real-time telemetry data to monitor performance, predict maintenance needs, and surface anomalies before they become problems.

Technology Stack

PythonMQTTInfluxDBGrafanaReactTypeScriptFastAPIDocker

Results

A working digital twin prototype capable of ingesting live telemetry, rendering real-time dashboards, and detecting anomalies.