Carlos J. Uribe – Medium

Carlos J. Uribe

Carlos J. Uribe
in
Towards Data Science

Visualizing Routes on Interactive Maps with Python: Part 1

A pragmatic guide to interactive data visualization for transportation problems with Folium

20 min readJan 16, 2024

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Visualizing Routes on Interactive Maps with Python: Part 1

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9

Carlos J. Uribe
in
Towards Data Science

A classy approach to solving Traveling Salesman Problems effectively with Python

Implementing the TSP model in a scikit-learn-like fashion to ease the building and solving of routing optimization models

27 min readAug 28, 2023

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A classy approach to solving Traveling Salesman Problems effectively with Python

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Carlos J. Uribe
in
Towards Data Science

Compute the Distance Matrix of a Set of Sites from Their Coordinates in Python

Estimate the distance between any pair of sites from their geographical coordinates as a stepping stone to solving routing problems

13 min readJul 16, 2023

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Compute the Distance Matrix of a Set of Sites from Their Coordinates in Python

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Carlos J. Uribe
in
Towards Data Science

Modeling the Traveling Salesman Problem from first principles

A concepts-first, math-second approach to modeling the most well-known routing problem in Operations Research

15 min readMay 14, 2023

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Modeling the Traveling Salesman Problem from first principles

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Carlos J. Uribe
in
Towards Data Science

Implementing, solving and visualizing the Traveling Salesman Problem with Python

Learn how to translate an optimization model from Math to Python, optimize it, and visualize the solution to gain quick feedback on…

24 min readMay 9, 2023

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Implementing, solving and visualizing the Traveling Salesman Problem with Python

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Carlos J. Uribe

Plan optimal trips automatically with Python and Operations Research: from whiteboard to dashboard

A step-by-step guide to framing, modeling, analyzing and solving tourism logistics problems through AI and optimization, the agile way

17 min readMay 9, 2023

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Plan optimal trips automatically with Python and Operations Research: from whiteboard to dashboard

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Carlos J. Uribe

Carlos J. Uribe

Senior data scientist at Cognizant AI & Analytics | Aerospace engineer | Science advocate | Motivated by Love, guided by Reason | linkedin.com/in/carlosjuribe/

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