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mariogutierrezlopez/README.md

Hi there, I'm Mario 👋

AI Engineer & Researcher | MSc student at UPM

I specialize in Computer Vision, Reasoning Models, and Optimization Algorithms. My goal is to bridge the gap between theoretical research and scalable production systems.

  • 🔭 I’m currently working on Bias Mitigation in CNN (MSc Thesis).
  • 🧬 Researching Metaheuristic Optimization for complex problem solving.
  • 🏃‍♂️ Training for a sub-4h Marathon. Discipline in sports = Discipline in code.

🛠️ Tech Stack

AI & Data: Python PyTorch Scikit-Learn Pandas

Infrastructure & Tools: Linux (Fedora Workstation) Docker Git LaTeX

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  1. fantasy-football-ml-predictor fantasy-football-ml-predictor Public

    Football prediction model for Mister Fantasy using Machine Learning techniques

    Python

  2. busqueda_metaheuristicas busqueda_metaheuristicas Public

    Implementation and documentation of metaheuristic algorithms (BBO, Ant System, and FANS) for complex optimization problems. Part of an Activity in MUIA (UPM).

    Jupyter Notebook 1