CV

Education

Master’s Degree in Engineering, major in Collaborative Software Development and Data Science - IMT Atlantique, Nantes (2020-2023)
Classes Préparatoires aux Grandes Écoles (CPGE) - MPSI/MP - Lycée Louis-le-Grand, Paris (2018-2020)
A two-year intensive undergraduate program preparing for competitive entrance exams to France’s top engineering schools. Focused on mathematics, computer science, and physics.

Work experience

• 2024 - Present: Research Engineer - CEA LIST, Palaiseau, France
  • Working on Datafix, a French initiative to develop a trusted, secure, and regulation-compliant industrial data space. The goal is to enable organizations to innovate and operate services using distributed data from various factories, organizations, and countries.
  • Focus areas include data anonymization, few-shot information extraction, and data selection strategies for efficient encoder pretraining.
• 2023: End of studies Internship - Foyer, Luxembourg
  • Developed models to predict the early termination of insurance contracts for Luxembourg’s leading insurance company.
  • Built a successful proof of concept for automating tasks such as letter classification and legal document summarization using large language models (LLMs). This work led to significant investment and the creation of a dedicated AI department.
• 2022: Software Engineer Intern - Ingenica, Nantes, France
  • Contributed to the development of FARC based on CARA, an open-source web tool for modeling virus concentration in indoor environments.
  • Used Python, HTML, CSS, JavaScript, and Docker. Collaborated closely with the European Council for Nuclear Research (CERN).
• Summer 2021 : Workshop Intern - I-magineLab, Paris, France
  • Designed and delivered introductory workshops on programming, storytelling, and electronics for high school students.
• 2018 : Seasonal Work - Restaurant staff

Side projects

• 2022 - Present
  • Participation in various Kaggle competitions
• 2022 - 2023: Borolend
  • Contributed to the development of a collaborative app for peer-to-peer object lending.
  • Technologies used: Flutter, Firebase, Docker, Typesense, and others.

Volonteering

• 2021 - 2022: Member of the Arts Office, IMT Atlantique
  • Responsible for logistics, food, and beverage organization during cultural events.
• 2021 - 2022: High School Tutor at BRIO
  • Mentored six high school students as part of an initiative promoting equal access to culture.

Skills

• Programming: Python, SQL, SAS, basic knowledge of HTML/CSS/JavaScript, C, and Java
• Deep Learning & NLP: Hugging Face ecosystem (Transformers, Accelerate, TRL, Datatrove, Gradio), PyTorch, scikit-learn
• Containerization: Docker, Singularity, Apptainer
• Version Control: Git
• Soft Skills: Autonomy, rigor
• Languages: English (Advanced), Spanish and Japanese (Beginner)

Publications

GLiDRE : Generalist model for Document-level Relation Extraction

CEA-List@EvalLLM2024: prompting a large language model or fine-tuning a smaller one?

Hobbies

• DIY
• E-sport
• Archery
• Books