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Logistics
FleetOps Optimizer
An intelligent fleet management system using machine learning to optimize routes, reduce fuel costs, and improve delivery performance.
-15%
Miles Reduced
+22%
On-Time Performance
$2M+
Fuel Savings
Challenge
Fleet operators were losing millions in inefficient routing and fuel costs.
Solution
We developed an ML-powered routing engine that analyzes real-time traffic, vehicle telemetry, and delivery constraints to optimize routes.
Results
✓
15% reduction in miles driven
✓
22% improvement in on-time delivery
✓
$2M+ annual fuel savings
✓
Real-time driver app
✓
Predictive maintenance alerts
Technologies Used
PythonTensorFlowNode.jsPostgreSQLGoogle Maps API
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