Mathilde Mougeot is a researcher and professor at the ‘École nationale supérieure d'informatique pour l'industrie et l'entreprise’ ENSIIE (National School of Computer Science for Industry and Business), and the Industrial data analytics and machine learning chairholder at the Centre Borelli (Université Paris-Saclay, CNRS, ENS Paris-Saclay, Université de Paris, SSA). Her unusual background in industry and academia gives her a dual set of skills which she uses for her research and teaching in data science.