cv

My CV actualized in january 2025

General Information

Full Name Paul Brehat
Location Paris, France
Email paul.brehat@student-cs.fr
Website https://polocs.ovh
Languages English (C1 - TOEIC 7.5/9), German (B1)

Education

  • 2022-now
    Master d'Ingénieur
    CentraleSupelec
    • Machine Learning, Deep Learning, Algorithms
    • Big Data, Advanced C++, Signal Processing
  • 2021-2022
    Master in Management
    ESCP Business School
    • Options & Derivatives, Law, Advanced Econometrics
    • Finance, Strategy, Python
  • 2019-2021
    Classe préparatoire aux grandes Ecoles de Commerce
    Intégrale Prepa
    • Mathematics, Geopolitics, Philosophy
    • English, German

Experience

  • Apr 2024 - Aug 2024
    Data Scientist Intern
    Free - Groupe Iliad
    • Deployed 3 predictive algorithms (churn, subscriptions, and activations) for mobile and fiber plans
    • Automated 6 audiovisual service usage reports (Oqee)
    • Presented results and analyses to team and business stakeholders
  • Sep 2023 - Nov 2023
    Teaching Assistant
    Ecole Polytechnique
    • Machine Learning assistant (intermediate level) for X-HEC Entrepreneurs
    • Created tutorials and course materials for Mr Nicolas Schuhl
    • Wrote documented solutions to facilitate understanding of new concepts
  • Sep 2021 - Sep 2023
    Student Tutor
    Intégrale Prépa
    • Provided methodology guidance in Mathematics and Geopolitics
    • Recruited new students at education fairs

Projects

  • 2024
    Tweetoscope
    • Developed tweet filtering software in Java using Kafka
    • Containerized microservices with Docker and orchestrated using Kubernetes
  • 2022
    Twitter Sentiment Analysis
    • Classified tweets about sporting events using NLP techniques
    • Implemented neural networks and decision trees (bagging, boosting)

Technical Skills

  • Programming
    • Python, C++, SQL
  • Technologies
    • Git (CI/CD), Docker, Kubernetes, Linux
    • Clickhouse, Nginx, Kafka, Spark
    • Microsoft Suite

Other Interests

  • Sports: Volleyball (5 years competitive), Rock Climbing, Kitesurfing
  • Volunteer Work: Fleur de Bitume (ESCP) - Solidarity association - tutoring a 9-year-old student with academic difficulties