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  • FIRE's Software Dev
  • Sonora, Mexico
  • Instagram m.cortez.v

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mcortezv/README.md

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

I use Artificial Intelligence, Machine Learning, and Data Engineering to design models that predict outcomes, process data efficiently, and evaluate results using Python tools.

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
  • 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

  2. AI-Powered-Management-of-Scholarship-Applications AI-Powered-Management-of-Scholarship-Applications Public

    System developed for the Software Design Course.

    Python

  3. Academic-Management-System Academic-Management-System Public

    Project built in Java using custom data structures developed from scratch.

    Java 2

  4. Community-Tutoring-App Community-Tutoring-App Public

    Academic project for the Advanced Databases Course.

    Java 1