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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

VRP Expertise and Optimization screenshot 1
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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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