Description

I'm passionate about machine learning and mathematics, with over 7 years of experience in the field, including PhD-level research. I help companies, researchers, and startups turn complex problems into clear, data-driven solutions.

Whether it's developing deep learning models, solving advanced mathematical/statistical problems, or writing efficient, production-ready code, I bring a strong combination of theoretical insight and practical implementation.

What I offer:

End-to-end ML model development (NLP, computer vision, time series)

Custom algorithms and mathematical modeling

Data science workflows: from data cleaning to dashboards

Clean, well-documented code in Python, PyTorch, TensorFlow, NumPy, etc.

Consulting on research-related or technical challenges

Why work with me:

Deep academic expertise, with a focus on rigor and reliability

Able to explain complex ideas in simple terms

Flexible and responsive to your project’s specific needs

Let’s discuss how I can support your project or business!

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual
Spanish
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

GE Healthcare
PhD CIFRE
MEDICAL
September 2024 - Today (1 year and 9 months)
Buc, France
Unsupervised Domain Adaptation, Computer Vision, Medical Imaging, Foundation models, 6 DoF pose estimation
Mathematics Python Pytorch
GE Healthcare
Research engineer
January 2024 - September 2024 (8 months)
• Bibliography on 6 DOF pose estimation from a single X-ray image
• Design and implementation of a deep learning-based method
GE Healthcare
Research scientist intern
April 2023 - October 2023 (6 months)
• Bibliography on the newest 2D/3D registration methods in the rigid case
• Design and implementation of a sparse deep neural network inspired from the latest research in the context of pelvis and chest X-ray images
• Test of robustness (noise, contrast, surgical tools, gas motion) on a real dataset