Freelancer profile translated to English.

Description

Graduated from CentraleSupélec in Data Science, I have worked in aeronautics and defense as a Data Scientist. I am starting my freelance career and wish to transform your ideas into something very concrete. Do not hesitate to contact me if my profile interests you and you wish to collaborate.

Languages

French
Native or bilingual
English
Fluent
Spanish
Conversational

Workplace preferences

Can work on-site

Paris (up to 50km)

Direction Générale de l'Armement (DGA)
AI Engineer - Data
DEFENSE AND MILITARY
January 2025 - December 2025 (11 months)
Paris, France
• Development of models based on a non-parametric approach
• AI/LLM Development:
◦ Realization of business LLM POCs with a RAG architecture (Python, Numpy, Pandas, LangChain, Faiss, PgVector, Mistral/OpenAI API, Gradio, Streamlit, Git, Docker, Kubernetes).
◦ Development of a report summarization tool
• Integration of tools into the company intranet
• Consideration of feedback from Beta Testers
• Training and awareness on the use of AI at work
Python Langchain HuggingFace Retrieval-Augmented Generation (RAG) Mistral AI
SAFRAN
R&D Engineer
AVIATION AND AEROSPACE
September 2021 - September 2024 (3 years)
Toulouse, France
• Modeling and Optimization of semi-supervised prediction algorithms (Machine Learning)
• Validation of mechanical loss models through simulation and test benches
• Creation of failure prediction tools for predictive maintenance of ventilation systems.
• Analysis of system specifications to design tailor-made solutions.
• Implementation of simple user interfaces to facilitate the use of developed tools
• Automation of test data processing (production of graphs and reporting).
• Formalization of test procedures to ensure effective monitoring.
• Participation in R&D meetings with presentation of results and improvement proposals.
• Continuous technological watch on new machine learning methods.
Python Data science Modélisation statistiques Machine learning PostgreSQL

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Diplôme d'Ingénieur en Science des données
CentraleSupélec
2021
Diplôme d'Ingénieur en Science des données
Classe Préparatoire aux Grandes Ecoles : Mathématiques
Lycée Robert Doisneau
2020
Classe Préparatoire aux Grandes Ecoles : Mathématiques