VRP Expertise and Optimization
Client: Coordinadora / RideCo
Year: 2020-2022
Vehicle Routing Problem (VRP) expertise and optimization solutions for logistics and transportation companies.
Technologies Used
Django Optimization Algorithms OR-Tools Mathematical Modeling Meta-Heuristics
Project Gallery
Project Overview
Extensive experience in expanding vehicle routing algorithms’ capabilities, converting prototypes for novel optimization algorithms into production-ready products, improving traffic/transit predictions, and developing data-driven metaheuristics for route sequencing and VRPs.
Key Contributions
- Developed a VRP microservice for Coordinadora.
- Improved some of the ride-sharing VRP algorithms of RideCo with implementation of State-of-the-Art algorithms.
- Expanded vehicle routing algorithms’ capabilities.
- Converted prototypes for novel optimization algorithms into production-ready products.
- Improved traffic/transit predictions.
- Developed data-driven metaheuristics for route sequencing and VRPs.
Impact
- The VRP microservice for Coordinadora handles route planning for pick & delivery of >15,000 packages daily.
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