Tom Mingasson
Senior Data Scientist
Greater Paris Metropolitan Region France
Summary
👤
Senior🎓
Top SchoolTom Mingasson is a Senior Data Scientist with 10 years’ experience applying deep learning to medical-device signals, currently building and deploying FDA-/CE-/PMDA-cleared ECG algorithms at Cardiologs. He blends a strong neuroscience and engineering background (EPFL, Polytechnique Montréal) with hands-on expertise in signal processing, Holter ECG interpretation, and production ML pipelines across cross-functional teams. Previously he developed cardiac parameter estimation and signal-quality algorithms at BioSerenity, automated Parkinson’s diagnosis from typing data at Logitech, and worked on audio source separation at Philips. He has contributed to regulatory submissions and scientific publications, supervises junior engineers, and pairs research rigor with practical, reproducible training and evaluation workflows. An uncommon strength is his ability to translate neuroimaging-style protocol optimization into robust ML practices for clinical devices.
10 years of coding experience
3 years of employment as a software developer
Classes Préparatoires aux Grandes Ecoles, Classes Préparatoires aux Grandes Ecoles at Lycée Champollion, Grenoble, FranceMaster's degree, Neuroscience, Master's degree, Neuroscience at EPFL (École polytechnique fédérale de Lausanne)Bachelor of Science (B.S.), Bachelor of Science (B.S.) at Ecole centrale de Nantes
French, English, German
Github Skills (12)
segmentation10
machine-learning6
data-science5
mri4
convex4
python4
read-write3
javascript3
imaging3
diffusion-mri3
optimization2
convex-optimization2
Programming languages (4)
Github contributions (5)
iricchi/Project1_ML
Oct 2017 - Oct 2017
Contributions:108 commits, 92 pushes in 16 days
pythonbosonhiggsproject-1higgs-boson
neuropoly/axonpacking
Nov 2016 - Dec 2016
Contributions:36 commits, 54 pushes, 1 branch in 17 days
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