Bastien Rigaud
Lead Machine Learning Researcher at Promaton
Rennes, Brittany, France
Summary
👤
Senior🎓
Top SchoolBastien Rigaud is a Lead Machine Learning Researcher based in Rennes with a decade of experience applying signal, image and vision science to clinical and industrial AI problems. He holds a PhD in Signal, Image, Vision and has moved research into production across roles at INSERM, MD Anderson Cancer Center and Promaton, focusing on image analysis, segmentation, registration (rigid, deformable and biomechanical) and statistical shape/population analysis. Bastien combines algorithmic development with data- and process-driven pipelines for model optimization, deployment and handling of large, confidential clinical datasets. He routinely bridges academia and industry through collaborations, scientific writing, grant work and student supervision, and serves as a journal reviewer. Notably, his background spans surface and point-cloud processing (VTK/STL) and biomechanical modeling—skills that make him comfortable turning complex imaging physics into deployable ML solutions.
10 years of coding experience
5 years of employment as a software developer
IEEE EMBS International Summer School on Biomedical ImagingMaster 2, Signal Image Système Embarqué Automatique, Master 2, Signal Image Système Embarqué Automatique at Université de Rennes IThèse de doctorat, Signal Image Vision, Thèse de doctorat, Signal Image Vision at Université de Rennes 1Baccalauréat sciences et techniques industrielles, Baccalauréat sciences et techniques industrielles at Lycée Yves Thépot
English, French
Github Skills (86)
python10
deep-learning10
neural-network10
data-science10
tensorflow10
machine-learning10
trains10
gpgpu9
mesh9
ml9
opencl9
experiment9
computer-vision9
pydicom9
cpp9
Programming languages (4)
Github contributions (5)
guatavita/Prediction_Model_Class
Jun 2021 - Mar 2022
My base class for letting the server predict from multiple models
Contributions:6 PRs, 229 pushes, 4 branches in 9 months
base-classmachine-learningpredict
guatavita/PlotVTK
Jan 2022 - Feb 2022
Contributions:46 commits, 42 pushes, 1 branch in 11 days
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