Léonie Borne
Data Scientist
Antibes, Provence-Alpes-Côte d'Azur, France
Summary
👤
Senior🎓
Top SchoolLéonie Borne is a Data Scientist with 10 years' experience applying machine learning and deep learning to medical imaging and audio, currently building AI-driven healthcare solutions at Pulse Audition. She combines a PhD in medical image analysis with hands-on R&D—from designing 3D UNet-based cortical segmentation pipelines used internationally to developing unsupervised methods for large multimodal neuroimaging cohorts. Léonie has led DeepTech product definition and federated-learning projects (NeuroPin), managed small technical teams, and secured competitive research funding, demonstrating both scientific rigor and product-minded delivery. Her background spans academia and industry across France and Australia, and she brings a practical knack for speeding up models (e.g., 15x faster segmentation) while maintaining clinical-grade accuracy.
9 years of coding experience
3 years of employment as a software developer
Biology, Chemistry, Physics, Earth Sciences, Biology, Chemistry, Physics, Earth Sciences at CPGE au Lycée Pierre Corneille (Rouen)Ph.D. in medical image analysis, Ph.D. in medical image analysis at Université Paris-SaclayBaccalauréat Scientifique, spécialité Mathématiques, Mention Très Bien, Baccalauréat Scientifique, spécialité Mathématiques, Mention Très Bien at Lycée George Dumézil (Vernon)Engineering diploma, Engineering and Health: People, Bioproducts and Environment, Engineering diploma, Engineering and Health: People, Bioproducts and Environment at AgroParisTech - Institut des sciences et industries du vivant et de l'environnementResearch master in computer sciences, Informatics: Intelligent Systems, Research master in computer sciences, Informatics: Intelligent Systems at Université Paris Dauphine
French, English, Spanish
Github Skills (47)
python10
data-science10
statistics10
machine-learning10
source-separation10
data-analysis10
decomposition9
scikit9
scikit-learn9
prologue9
audio8
apply8
abaqus8
chainer7
pytorch7
Programming languages (6)
Github contributions (5)
LeonieBorne/plstuto
Jun 2020 - Jun 2020
Tutorials to apply cross decomposition methods in python
Contributions:37 commits, 17 PRs, 30 pushes in 23 days
decompositionpythonapplypython3decomposition-methods
LeonieBorne/leonieborne.github.io
Jul 2020 - Aug 2020
A Jekyll version of the "Prologue" theme by HTML5 UP
Contributions:213 pushes, 1 branch in 1 month
prologuejekylljekyll-themehtml5
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