She has a PhD in physics from Jean Monnet University of Saint-Etienne, where she worked in nonlinear optical microscopy and tissue characterization. She gained extensive experience in nonlinear endomicroscopy during her postdoctoral research. Her current research involves endomicroscopy development with focus on pulse precompensation, TPF and SHG signal optimization.