Master’s Student in Applied Mathematics
LinkedIn
Languages/Tech : Python, R, SQL, C++, Git, Docker
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