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Hello 👋, I'm Juan Pablo

A PhD candidate in engineering and AI Engineer/Data Scientist from Colombia

mesax1

  • 🔭 I am a consultant and developer of AI solutions related to ML / Data Science / Data Analysis / Optimization and OR

  • 💬 Projects and topics of interest LLMs / Retrieval Augmented Generation (RAG) / Machine Learning / Data Science / Data Visualization and Analysis / Data-driven decision making / Vehicle Routing Algorithms (VRP) / Metaheuristics for optimization

  • 📫 You can contact me via email [email protected]

Connect with me:

juanpml_ https://www.linkedin.com/in/juan-pablo-mesa-lopez-1633b8148/

Languages and Tools:

git linux pandas python scikit_learn seaborn

mesax1

Juan Pablo Mesa's Projects

agentkit icon agentkit

Starter-kit to build constrained agents with Nextjs, FastAPI and Langchain

cgnn icon cgnn

Crystal Graph Neural Networks

cmsaasstarter icon cmsaasstarter

A modern SaaS template/boilerplate built with SvelteKit, Tailwind, and Supabase. Includes marketing page, blog, subscriptions, auth, user dashboard, user settings, pricing page, and more.

cobra icon cobra

A set of reusable components for fast prototyping CVRP heuristic solution approaches.

cogs118c icon cogs118c

COGS118C [Neural Signal Processing] @ UCSanDiego

coot-videotext icon coot-videotext

COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning

csa-openmp icon csa-openmp

An implementation of Coupled Simulated Annealing methaeuristics using parallelism with OpenMP.

cvrp_aco icon cvrp_aco

Capacitated Vehicle Routing Problem solved with Ant Colony Optimization

cvrptw-solver icon cvrptw-solver

Capacitated Vehicle Routing Problem with Time Windows (CVRPTW) solver written in Python.

d3blocks icon d3blocks

The Python library to create stand-alone and interactive d3 charts.

eafit-udea-amazon-last-mile-routing-challenge icon eafit-udea-amazon-last-mile-routing-challenge

This code is the contribution of the team "EAFIT-UDEA" (Juan Pablo Mesa, Alejandro Montoya, and Raul Ramos), 9th place in "Last Mile Routing Research Challenge" organized by MIT and Amazon.

filo icon filo

A Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP.

gcn-tf2.0 icon gcn-tf2.0

Vanilla Implementation of Graph Convolutional Networks

go-explore icon go-explore

Code for Go-Explore: a New Approach for Hard-Exploration Problems

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