Ludivine focuses on integrating Vehicle-to-Everything (V2X) communication technology and visual-based pedestrian motion prediction to robotic systems. She is in the context of her research developping realistics test-cases using an eBike and a social robot equipped with V2X technology. The primary goal aims to foresee and prevent collisions between vehicles and pedestrians.