I am a postdoctoral researcher at INRAE working on deep learning and network inference methods to analyze trajectory data, with applications to fishery science. I did my PhD in applied mathematics and statistics at the MIA Paris laboratory under the supervision of Sophie Donnet and Pierre Barbillon for which I was awarded the Prix Marie-Jeanne Laurent-Duhamel 2024 by the French Statistical Society. My research focus on the modeling and the inference of networks. Fields of application arise in social and life sciences.