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mcortezv/README.md

πŸ‘¨β€πŸ’» Manuel de Jesus Cortez Villa

I work on the design and implementation of production-ready AI Systems, focusing on AI Agents, automated Workflows, and model Evaluations that deliver measurable impact on User Experience, Operational Efficiency, and B2B sales.


Machine Learning & AI Skills

  • Linear Regression, Decision Trees, Random Forests
  • Principal Component Analysis (PCA), Dimensionality Reduction
  • Model Evaluation MSE, RΒ², F1-Score, Confusion Matrix

Languages

  • 🐍 Python - Data Analysis & ML
  • 🟦 TypeScript - Web Development
  • β˜• Java - Data structures and algorithms
  • πŸ—ƒοΈ SQL - Database modeling and querying

Pinned Loading

  1. Predictive-Maintenance-for-Advanced-Reverse-Osmosis-Systems-with-Artificial-Intelligence Predictive-Maintenance-for-Advanced-Reverse-Osmosis-Systems-with-Artificial-Intelligence Public

    Intel - Accelerating Mexico with Artificial Intelligence

    Python 1

  2. SebastianEsc05/Potro-NET SebastianEsc05/Potro-NET Public

    https://potro-net.vercel.app/

    TypeScript 1

  3. nvem-analytics/Nvem nvem-analytics/Nvem Public

    CSS

  4. Managing-Scholarships-with-Artificial-Intelligence Managing-Scholarships-with-Artificial-Intelligence Public

    Storyboard - Figma

    Java 1