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mcortezv/README.md

👨‍💻 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, R², F1-Score, Confusion Matrix

Languages

  • 🐍 Python - Data Analysis & ML
  • ☕ Java - Data structures and algorithms
  • 🗃️ 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. Managing-Scholarships-with-Artificial-Intelligence Managing-Scholarships-with-Artificial-Intelligence Public

    System developed for the Software Design Course.

    Java

  3. Potro-NET Potro-NET Public

    Forked from SebastianEsc05/Potro-NET

    TypeScript

  4. Academic-Management-System Academic-Management-System Public

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

    Java 2