PhD in Transport Engineering at the Federal University of Rio de Janeiro (Coppe-UFRJ). Consultant at the Brazilian Institute of Sustainable Transport (IBTS) and postdoctoral researcher at Coppe-UFRJ. Particularly interested in scenarios, policy and financial instruments for the energy transition in the transport sector.