She obtained a PhD in computer science from the University of Lyon in 2005, and holds a French habilitation (HDR) since 2014. Her main research interests are in machine learning, pattern recognition and image analysis. She holds a grant for scientific excellence from the French government since 2011 and is a member of the national university council for the field of computer science since 2015 (CNU 27). She is experienced with interdisciplinary collaborations since she participated to the ANR-funded Digidoc project, in collaboration with BNF and is currently the PI of the AnIMONS project, involving BNF as well as historians from the University of Bordeaux.