Holds a Bachelors degree in Computer Science from the State University of Londrina (UEL) and a Masters degree from the Graduate Program in Computer Science (PPCC) at UEL, carried out in collaboration with the Graduate Program in Applied and Computational Mathematics (PGMAC) at the same institution. Holds a Ph.D. from the Graduate Program in Computational Modeling at the National Laboratory for Scientific Computing (LNCC) and served as a research collaborator under the Institutional Training Program (PCI-DB) at LNCC. Has experience in the fields of Applied and Computational Mathematics and Machine Learning, with an emphasis on modeling and simulation of differential equations, working mainly on the following topics: transport equations, mesh generation and quality analysis, curvilinear coordinate systems, tumor growth modeling, dynamical system identification, optimal control, sensitivity analysis, and model calibration and selection. Currently, is an associate professor in the Computer Science and Data Science and Artificial Intelligence undergraduate programs at UEL.