During her PhD, her research focused on the topic of Mobility-as-a-Service (MaaS). She conducted a comprehensive analysis to assess the feasibility of implementing a MaaS platform in Luxembourg, exploring key aspects such as the transportation system, regulatory landscape, market demand, and technological viability. Her approach to transportation planning involved developing a multi-modal, multi-actor network design model using a game-theoretical framework. By solving the problem with MATLAB, she was able to analyze cooperation and competition strategies among suppliers, providing a valuable tool for economic assessment and enhancing the precision of demand forecasting in a multi-modal context. Her project was funded through the FNR-BRIDGES call, in partnership with ACL.