Freelancer profile translated to English.

Description

**CTO Consultant specialized in health, artificial intelligence, and genomics**, I support organizations in the design, development, and deployment of high-value-added technological solutions in the medical and biotech fields.

At the intersection of tech and life sciences, I work on issues ranging from the architecture of health data platforms to the integration of advanced AI models (machine learning, deep learning, generative AI) applied to clinical and genomic data.

I help teams transform complex data into concrete products: genomic data pipelines, clinical decision support tools, biomedical analysis platforms, and AI systems dedicated to research and diagnosis.

My approach is both strategic and operational: definition of product roadmaps, technological choices, design of scalable architectures, and support for technical teams through to production.

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual
German
Fluent
Arabic
Native or bilingual

Workplace preferences

Can work on-site

Le Kremlin-Bicêtre (up to 50km), Paris (up to 50km)

Le carré Jaune
Adaptive Pathways Design – Compliance & AI Act
EDUCATION AND E-LEARNING
April 2026 - Today (2 months)
Paris, France
Creation of adaptive AI training programs for senior executives and regulatory teams. Modules on the AI Act, data governance, and technical compliance. Customization by professional profile (legal, QA, IT, C-level).
Adaptive learning engine design AI Act Compliance Policy Development Compliance Content (GDPR, MDR, AI ACT) Mentoring & Coaching
HARMONIA – Harmonisation Active pour la Robustesse Multi-centre de l’IA en Radiologie
Medical CTO
HEALTH AND WELLNESS
March 2026 - Today (3 months)
Paris, France
1Specify biases: identify and quantify the impact of constructors/protocols/artifacts on the model M1-M2
2Validate methods: choose between histogram matching, CycleGAN, or adaptive normalization; define success metrics (Dice, AUC) M3-M5
3Industrialize: deliver a Docker microservice that harmonizes incoming DICOMs (< 2 sec/series) with drift monitoring M6-M8
4Manage regulatory: write documentation for CE marking (Class IIa/IIb) M9-M11
5Clinically validate: design a protocol (500 patients, 3 centers) with a non-inferiority criterion (Δ sensitivity ≤ 5%) M12-M14
6Manage the hybrid team: 2 DL engineers + 1 data engineer + 1 reference radiologist Continuous
7Innovate: monitoring (anatomy-guided style transfer), roadmap v2, patent filing Continuous
Artificial intelligence Radiology AI in Radiology Medical CTO
Le Studio Jaune
Founder, Mentor & AI Courses Designer
January 2026 - Today (5 months)
Firm specializing in consulting, development, and design of AI training programs for executives. Creates accelerated learning experiences helping leaders turn AI into a strategic advantage.