ML Engineer & Impact-Driven Innovator
Turning complex algorithms into tools for healthier, equitable futures

🙋‍♂️ Hi! I’m Ethan, a Master of Engineering student at CentraleSupélec and Visiting Student at Bunne Lab (EPFL), open to opportunities in Machine Learning or BioAI from Q2 2027.

Domains: Healthcare ML • Image Processing

📑 Visiting Student @ Bunne Lab - AI for Molecular Medicine (EPFL)
Developing marker-aware foundation models for digital pathology, leveraging Swiss clinical data and open data to improve IHC image analysis for real-world oncology.
Foundation Models Digital Pathology Representation Learning Oncology Run:AI

🧬 AI Research Internship @ Scienta Lab
Engineered EVA-H, an immunology-focused Vision Transformer trained on 20M+ tissue tiles. Built self-supervised (iBOT) and weakly-supervised (MIL) pipelines with LoRA.
Vision Transformers Computer Vision Foundation Models Self-Supervised Learning PyTorch

📚 MEng @ CentraleSupélec, Paris-Saclay University
General Engineering, focus on Applied Mathematics
🏆 ARWU Global Rank #13

⚙️ ML R&D Engineer @ Paris Digital Lab
Led cross-functional projects and delivered 3 MVPs for companies in agile teams
Machine Learning Data Science Cybersecurity Full-Stack Development

⚛️ Moleculis @ CEA (French Alternative Energies and Atomic Energy Commission)
Developed a Mol* wrapper to visualize quantum-computed interactions between complex structures
TypeScript ReactJS NextJS

🥫 Food Science AI @ Bel Group
Built starch alternative recommender system
Python ML Pipelines Streamlit Frontend

🔐 Secure Banking @ BPCE Group
Implemented fully homomorphic encryption prototypes
Microsoft SEAL Mathematical Research

📬 Feel free to contact me!