I am a Technologist in Petroleum and Gas from FACULTEC, Master in Engineering and Materials Science from the Universidade Estadual do Norte Fluminense - UENF, and a Professor at the Instituto Federal Fluminense since 2011 to the present date. I am currently a Ph.D. student in Petroleum Engineering at the University of Lisbon under a Cotutela arrangement with UNICAMP, with a research focus on 'Sensitivity Analysis of SAGD Injection Parameters under Geological Uncertainties.' My current research focus is on the integration between reservoir numerical simulation and 4D Seismic Phase 2, with a focus on evaluating the influence of 4D Seismic on well variables.