
Émilien Gauthier
Chief Technology Officer at Predilife
Salaire / Taux journalier
91400 Orsay, France
Mobilité : Paris, Île-de-France
CDI
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À propos
Introduction
With over 15 years building clinical-grade medical AI and software in a listed Euronext company, I’ve, with my team, designed, developed and scaled real-world solutions that combine machine learning, medical imaging, genetics and regulatory excellence — including tools deployed in large-scale European studies such as MyPeBS. I’ve covered the full stack of a medtech organization, from idea to production and commercialization: - AI & Biostatistics — Risk modeling, validation, calibration and robustness in real-world breast cancer screening settings - Genetics — End-to-end PRS (Polygenic Risk Score) pipelines: operational, software and regulatory integration - SaMD Development — Full clinical platforms (patient front-end, physician back-office, commercial tools) under IEC 62304, in HDS-compliant environments - Cybersecurity & Infrastructure — Reference for cybersecurity + management of health data hosting constraints - Regulatory Affairs — Involved in CE marking (Class I to IIa), ISO 13485, 14971, and preparation for FDA pathways - Company Building — Involved in fundraising (OCEANE/ORNANE convertible bonds + equity rounds), operations, finance/HR liaison, and internal IT infrastructure I particularly thrive in the early, ambiguous phases where most projects die: - Does the idea actually work clinically and technically? - Can we build a reliable prototype quickly? - Will it survive regulatory, clinical and data security constraints? I’m not a pure data scientist, nor a classic CTO. I’m the person who bridges research, engineering, regulatory and operations to turn complex medical AI ideas into production-grade, compliant solutions that actually reach patients.
Expérience de travail
PREDILIFE
févr. 2013 - Présent
13 ans 9 mois
92210 Saint-Cloud, France
Chief Technology Officer
janv. 2016 - Présent
10 ans 10 mois
92210 Saint-Cloud, France
> Lead a technical team (software and support engineers) in charge of – Developing and maintaining Predilife core solutions (medical risk scores, image analysis tools, genetic tools) – Implementing Predilife core solutions into JEE HDS cloud and local virtualized apps – Installing and updating our apps for our clients – Adapting Predilife solutions for continent level partnerships like MyPeBS European Study > Closely involved in CE/FDA approval and quality system processes > Co-authoring international peer-reviewed scientific publications on breast cancer risk prediction and clinical AI validation
Research Development Software Engineer
févr. 2013 - déc. 2015
2 ans 11 mois
94800 Villejuif, France
– Implementation of our breast cancer risk score into PHP and JEE web apps – Design, development and validation of a breast density tool assessment (Java SE, SAS, DICOM) – Closely involved in the CE marking and FDA approval processes
IMT Atlantique
oct. 2009 - janv. 2013
3 ans 4 mois
Brest, France
PhD student (CIFRE industrial scholarship)
oct. 2009 - janv. 2013
3 ans 4 mois
Brest, France
– PhD thesis on breast cancer risk score in the general population: – Bibliography on statistical and data mining techniques to build a risk score for breast cancer in the general population. Focus on our problematics: few dataset with environmental data, imbalanced datasets, performance evaluation specificities, need for user to understand how the score is built. – Proposition and implementation of a system architecture to produce efficient risk scores that are adaptated to the context of use – Use of the system architecture to build risk scores for breast cancer using a knn-like algorithm – 3 scientific papers published in book and conferences, both with peers review – PhD defense in January 2013 Original title in french : "Évaluation du risque de maladie : conception d’un processus et d’un système d’information permettant la construction d’un score de risque adapté au contexte, application au cancer du sein"
PhD Student
oct. 2009 - janv. 2013
3 ans 4 mois
PREDILIFE
janv. 2007 - oct. 2009
2 ans 10 mois
94800 Villejuif, France
Software Engineer
déc. 2008 - oct. 2009
11 mois
94800 Villejuif, France
– Design and test of known and new medical risk scores using SAS, Java and PHP – Improvement of the nutritional tool
Apprenticeship, Software engineering
janv. 2007 - déc. 2008
2 ans
94800 Villejuif, France
Design, development and validation of web tools to: – display risk level for major human diseases – display maps of cancers around the world – collect and analyze nutritional behavior in order to provide specific advices
Formation
IMT Atlantique
Doctor of Philosophy (Ph.D.), Medical risk score, Machine learning
2009 - 2013
4 ans 1 mois
Thales
Engineer's Degree, Software Engineering - Thales University AFTI ETGL
2006 - 2008
2 ans 1 mois
Université Paris-Saclay
Master, Bioinformatics & Biostatistics
2000 - 2006
6 ans 1 mois
Portfolio

MammoRisk
