Mathilde Puche first graduated from Ecole Centrale de Nantes (France) as a general engineer, specialized in Computer Science. She then obtained with honours the M.Sc. degree in Geoinformatics Engineering at Politecnico di Milano in 2022. In collaboration with Université Côte d’Azur (France), she began a PhD in October 2022 at HydroClimat, a young company specialized in hydroclimatology and climate change. Her research focuses on the use of spatial imagery and machine learning techniques for flood management. She works on developping a Machine Learning model for flood risk management in ungauged basins.