Master's Student in Applied Mathematics

LinkedIn

Languages/Tech : Python, R, SQL, C++, Git, Docker

AI/ML : PyTorch, TensorFlow, scikit-learn, open-cv, HuggingFace Transformers

Education

• M.Eng, Applied Mathematics @ INSA Toulouse (Expected graduation : 2026)
• Coursework : Statistics, Machine Learning, Stochastic Calculus, Time Series, Optimization, Computer Vision, Natural Language Processing, Reinforcement Learning, Research Projects, Cloud Computing

Work Experience

Machine Learning Engineer (Internship) @ Société Générale CIB

April 2025 - September 2025

• Developed an early-warning model to forecast corporate client defaults up to 12 months ahead
• Benchmarked models, including Random Forest, XGBoost, Neural Networks, Transformers for tabular data

Machine Learning Engineer (Freelance)

January 2025 - March 2025

• Consulting mission in ML for a French HealthTech startup (stealth mode)

AI Researcher (Internship) @ EDF

July 2024 - December 2024

• Joined an international research collaboration in structural health monitoring
• Reviewed and evaluated deep learning models for object detection and image segmentation

Data Analyst (Volunteer) @ Junior INSA Services

November 2021 - November 2023

• Analyzed business data collected through KPIs.
• Built interactive dashboards using Looker Studio and PowerBI.

Projects

Fine-Tuning of BERT and RoBERTa with LoRA for Tweet Sentiment Classification Project repo

Image Generation with Generative Adversarial Networks Project repo

Unpaired Image-To-Image Translation with CycleGAN Project repo

Urban Scene Segmentation with U-Net Project repo