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andresgilvicente/README.md

Hi there, I'm Andrés Gil Vicente 👋

Banner Math AI

🚀 Mathematical Engineering & AI Student - ICAI

Currently focusing on Deep Learning, Quantitative Finance, and Cloud Computing.
I combine strong mathematical foundations with advanced programming to solve complex real-world problems.

🧠 Skills & Tech Stack

Programming Languages

Artificial Intelligence & Data Science

Tools, Cloud & Visualization

🏆 Featured Projects

Project Description Stack
🎾 Padel AI System Autonomous video-referee using Computer Vision to detect faults and validate serves in real-time. YOLOv8 OpenCV Streamlit
🏥 Hospital Energy Optimization Multi-Objective Optimization framework for managing critical hospital power supply during catastrophic blackouts. Pyomo Multi-Goal MILP Optimization
🎓 Student Performance Prediction Predictive model analyzing socioeconomic factors to forecast student final academic performance. Scikit-learn Pandas NumPy

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  1. padel-ai-system padel-ai-system Public

    Autonomous chair umpire and computer vision–based security system for padel. Automatically validates serves (valid/fault) and enables secure access through geometric pattern recognition using a mob…

    Jupyter Notebook 1

  2. student-performance-ML-predictor student-performance-ML-predictor Public

    End-to-end Machine Learning pipeline for student performance prediction. Features extensive EDA and a comprehensive comparative analysis of Supervised models (Linear, Ensembles, Neural Networks, SV…

    Jupyter Notebook 1

  3. computational-geometry-toolkit computational-geometry-toolkit Public

    Interactive Web Visualizer for 2D Computational Geometry algorithms: Convex Hull, Ray Casting, Tangents & Signed Area analysis. Built with Python & JS.

    HTML 1

  4. hospital-emergency-energy-optimization hospital-emergency-energy-optimization Public

    Multi-Objective Optimization framework for Critical Healthcare Infrastructure. Built with Pyomo & MILP, this engine orchestrates emergency power distribution during catastrophic blackouts, solving …

    Jupyter Notebook 1

  5. How-To-Train-Your-Perceptron How-To-Train-Your-Perceptron Public

    Forked from Elcazar/How-To-Train-Your-Perceptron

    Web project showcasing how a perceptron learns AND/OR logic gates. Includes complete theory, interactive visualizer, gradient-based training, and embedded PDF report.

    HTML 1

  6. hybrid-DB-AI-recommender-system hybrid-DB-AI-recommender-system Public

    Enterprise-grade hybrid data architecture integrating Relational (MySQL), Document (MongoDB), and Graph (Neo4j) databases to power a scalable e-commerce recommendation engine and analytics dashboard.

    Python 1