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I designed and developed a route optimization platform for Loop to improve concrete delivery planning.
Concrete dispatch requires coordinating orders, truck availability, routes, delivery windows, workload, and operational constraints. The process was highly manual and difficult to optimize as conditions changed throughout the day.
The solution used operations research and constraint optimization to calculate delivery sequences, balance workloads, schedule trucks, and present the resulting plan through Gantt-style dispatch views.
By modeling the operation as a structured optimization problem, the platform reduced the fleet capacity required to execute the planned deliveries by 25%.
My role covered solution architecture, optimization algorithms, data modeling, backend engineering, API integration, scheduling logic, and delivery of the working platform.
The network for creativity
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