Guillaume Fradet
Head Of AI at Matrix One
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolGuillaume Fradet is a Head of AI based in Paris with a decade of experience building production-grade machine learning systems for healthcare and life sciences. He has led development of CE/FDA-certified deep learning algorithms for X-ray abnormality detection and scaled AI products from prototype to deployment across hundreds of clinical sites. At Matrix One he now designs LLM-powered agents and workflows to accelerate engineering and regulatory quality processes, combining research strengths in domain adaptation and continual learning with hands-on MLOps and AWS cost optimization. Trained at École Polytechnique and ESILV, he blends strong academic foundations with practical full-stack engineering experience dating back to robotics and web-app internships. Notably, he has been a code owner and review lead in AI teams, shaping product and hiring decisions as well as cross-department AI adoption.
10 years of coding experience
6 years of employment as a software developer
Master of Engineering, Computer Science, Big Data and connected devices, Master of Engineering, Computer Science, Big Data and connected devices at ESILV - Ecole Supérieure d'Ingénieurs Léonard de VinciMaster 2, Data Science, Master 2, Data Science at École PolytechniqueComputer Science, Computer Science at Louisiana Tech UniversityScientific Baccalaureat, Scientific Baccalaureat at Saint Dominique High School (Mortefontaine)
English, Spanish, French
Github Skills (69)
benchmark10
toolbox10
vision-transformer10
faster-rcnn10
openmmlab10
mask-rcnn10
object-detection10
glip9
retinanet9
warp9
transformer9
instance-segmentation9
pytorch9
keras9
swin-transformer9
Programming languages (6)
Github contributions (5)
guillaumefrd/vast-challenge-2018-mc1
Oct 2018 - Dec 2018
Contributions:47 commits, 26 pushes in 2 months
guillaumefrd/guillaume-fradet.com
Feb 2017 - May 2021
Contributions:102 commits, 150 pushes, 1 branch in 4 years 3 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.