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mfreyeso/README.md

Hola! Mario here

AI Data Engineer

I hold a Bachelor's degree in MIS and a Master's degree in Artificial Intelligence from Universidad de los Andes. My experience as a software and data engineer in custom software, AI marketing, and healthcare has enabled me to build scalable, high-quality systems that deliver real value.

  • 📍 Based in Pasto, Colombia 🇨🇴 — a city with an amazing landscape and a beautiful volcano.
  • 🚀 Current side project: Connect 4 (Ad-free!). I am currently learning DQN, PyTorch, Microtorch, and DuckDB.

I also led a team of Master's peers for our final capstone project to create AudioReprompt: a framework to automate music generation for multi-sensory experiences using Multimodal Large Language Models (MLLMs) like BERT, CLAP, and MusicGen. You can learn more about this project here.

I am looking to team up on DE and AI projects—especially those involving NLP, climate change, or music generation. I have a very pragmatic style: I like to move ideas off the whiteboard and into a working POC as quickly as possible so we can test, learn, and iterate fast.

📫 Contact me here

Skills

PythonGitGNU BashPostgreSQLGoogle CloudPyTorchAmazon Web ServicesKubernetes

Socials

GitHub LinkedIn

Support Me

Pinned Loading

  1. fthreads fthreads Public

    Python

  2. rl-connect4-game rl-connect4-game Public

    Python

  3. tf-idf-analyzer tf-idf-analyzer Public

    Python

  4. etl_sparkify etl_sparkify Public

    This is a simple ETL approach to support analytics capabilities.

    Jupyter Notebook

  5. neural_bi_gates neural_bi_gates Public

    Python 1

  6. oner-scratch oner-scratch Public

    Scratch of One Rule Algorithm

    Jupyter Notebook 4 3