The undersigned has extensive professional experience in Geographic Information Systems (GIS), digital terrain modeling (DTM), and territorial analysis applied to geophysical monitoring and volcanic surveillance, gained at the National Institute of Geophysics and Volcanology – Osservatorio Vesuviano. During her career, she has developed specialized skills in designing, managing, and updating geodatabases, creating thematic maps, integrating multidisciplinary data analysis, comparing thermal data from different platforms, and assessing volcanic hazard. She has participated continuously in institutional monitoring activities for volcanic areas in Campania, collaborating in the production of bulletins, technical reports, and GIS tools to support surveillance. Over time, he has held positions of increasing responsibility, including Head of GIS and Cartography, Head of Quality Services at the Geomatics and Cartography Laboratory, Research Unit Leader, and Leader of Task 8.3 Geographic Information Systems within the INGV-DPC Agreement. His work has also been developed through participation in numerous national and institutional scientific projects, with particular reference to the Campi Flegrei, Vesuvio, Ischia, and other natural hazard areas. His professional experience is accompanied by significant research, dissemination, and teaching support, documented by scientific publications, technical reports, participation in working groups, seminars, and university theses.