Talks · Keynotes · Teaching
From clinical research to industrial deployment of AI — 20 years of talks in regulated environments.
The talks below span over 20 years — from haemato-oncology research to AI in healthcare conferences, through product strategy in regulated environments. They reflect a constant conviction: technology is only worth its ability to be deployed under real conditions, with real patients, under real constraints.
AI & Healthcare Conferences
AFCRO · 2025
Talk at the French Association of CROs (AFCRO) 2025 congress. AI in clinical trials: methodological approaches, synthetic control arms, and deployment conditions within a demanding regulatory framework.
AFCRO · 2024
Presentation of the TweenMe digital twin generator at the AFCRO 2024 congress. Data pipeline architecture, dimensional enrichment approach and first clinical validation results.
Haemato-oncology congress · AbbVie
Talk on the challenges of AI and modelling in haemato-oncology, delivered for AbbVie. Convergence between clinical research and computational approaches in the treatment of haematological malignancies.
VivaTech — Microsoft Health & Life Sciences
VivaTech · 2019 · 🇬🇧 EN
Talk at VivaTech 2019 on the Microsoft Health & Life Sciences booth. Retrospective on the trajectory of AI in medicine, state of the art in 2019, and requirements for industrial deployment. The first public formulation of the problem space that TweenMe and PREDICARE are solving today.
VivaTech · 2019 · 🇬🇧 EN
English version of the VivaTech 2019 presentation at the Microsoft Health & Life Sciences booth. AI trajectory in medicine, 2019 state of the art, and requirements for industrial deployment.
Teaching & Training
Teaching · EBI (École de Biologie Industrielle)
91-slide course covering the fundamentals of epidemiology and clinical research: drug development, clinical trial methodology, biostatistics, regulation. Delivered at the École de Biologie Industrielle (EBI).
Executive MBA · IE Business School / Brown University · 2015
Field study (Khayelitsha, Cape Town) on sanitation services access in informal settlements. Field interviews, systemic interdependency analysis (politics, urbanism, economics, human dignity), proposed principles and experimentations. "Entrepreneurship Opportunities in Emerging Economies" course by Prof. Angus Kingon.
Conferences, keynotes, panels — AI in healthcare, regulated systems, product strategy.