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Cyril Pivano is an experienced R&D Engineer currently employed at PTV Logistics since January 2019, specializing in the development of SaaS applications for transportation. Alongside this role, Cyril has also worked with PTV Group, where the focus has been on addressing the challenges of urbanization and improving accessibility in logistical activities. Prior to these positions, Cyril held a post-doctoral role at the Ecole Nationale des Ponts et Chaussées, contributing to the analysis of public transport service quality, and completed a PhD in Mobility Data, developing methods for spatially disaggregating passenger travel data. Earlier experience includes creating a hydraulic simulation platform at CNRS. Cyril holds advanced degrees in Geography and Spatial Dynamics from Aix-en-Provence University and École nationale des ponts et chaussées.