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Applied AIPrivate
Halcyon Sense
Predictive maintenance and computer vision for a logistics fleet
Overview
A monitoring system for an enterprise logistics client that combines computer vision on depot cameras with predictive analytics on vehicle telemetry to flag maintenance issues before they cause downtime.
What we built
- Computer vision inspection at depot cameras
- Predictive maintenance scoring from telemetry
- Real-time fleet health dashboard
- Automated alerting for at-risk vehicles
- Historical trend analysis
Tech stack
PythonPyTorchPostgreSQLReactDocker