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Hamzask05/README.md 
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Hamza

CS & Applied Math Engineering Student

Data · ML · Software

Open to Spring (April) 2027 Data / AI / ML internships

About

Engineering student at Polytech Paris-Saclay, majoring in Computer Science & Applied Mathematics, after a two-year PeiP program at Polytech Montpellier. I turn data into usable engineering knowledge — from distributed pipelines to ML models — with a bias for code that is correct, readable, and lasts. Outside class, I build football-analytics projects to blend the game I love with the field I want to work in.

🚀 Featured Projects

  • Expected Goals (xG) Model — end-to-end ML model estimating the probability a shot becomes a goal: feature engineering, gradient-boosted trees, probability calibration, and a leakage-free evaluation split. Python · PySpark · XGBoost · pytest
  • ScoutLab — full-stack football scouting app: ETL ingestion over 1,500+ real players, per-position percentile scoring, FastAPI backend + React frontend. Python · FastAPI · pandas · React
  • SaclayInTouch — university social network; designed the entire relational MySQL schema and data-access layer behind a PHP OOP app. PHP · SQL · MySQL

Experience

  • Data / AI Intern — Stellantis
    Building PySpark pipelines and time-series analyses to structure vehicle-design data at scale.
  • Software Engineering Intern — Capgemini
    Full-stack development in Java / Angular on an internal delivery project.
  • Freelance Web Developer — Fiverr
    Delivered custom web projects for international clients.

Currently focused on

  • Distributed data processing patterns with PySpark
  • ML fundamentals through CS229 and from-scratch implementations in PyTorch
  • Contributing to the Cyber Saclay-Team cybersecurity club

🛠 Tech Stack

Languages
Python C C++ Java SQL

Data & ML
PySpark Pandas NumPy scikit-learn PyTorch

Web & Tools
Angular FastAPI Git Linux

Pinned Loading

  1. xG-Data-Science_football-project xG-Data-Science_football-project Public

    Expected Goals (xG) model built from StatsBomb data using PySpark, XGBoost and probability calibration, with a scalable feature engineering pipeline and match-grouped evaluation.

    Jupyter Notebook 5

  2. StudyMate StudyMate Public

    Full-stack productivity app built with Java, Spring Boot, React and TypeScript to help students plan, track and optimize their study sessions.

    TypeScript 5

  3. SaclayInTouch-Social-Media-Project SaclayInTouch-Social-Media-Project Public

    A university social networking platform built with PHP, MySQL and Bootstrap. Features user authentication, customizable profiles, news feed, image sharing, comments, dark mode and responsive design.

    HTML 5

  4. Saclay-Arena-Stadium-and-Fireworks-OpenGL-CG-Project Saclay-Arena-Stadium-and-Fireworks-OpenGL-CG-Project Public

    Interactive 3D rendering project using C++, OpenGL, Blender and Assimp to create a fully modeled football stadium with custom textures and real-time effects.

    C++ 6