Biography
I’m pursuing an M.Sc. in Computational and Applied Mathematics at Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg, specializing in Optimization and Numerical Analysis. My thesis will explore optimal cooling, leveraging optimization methods for PDEs, Semi-definite Programs (SDPs), and finite element discretization, including proving convergence of lower bounds.
I hold a B.Sc. in Applied and Computational Mathematics from the University of São Paulo, which included a minor in Statistical Economics; a thesis on Support Vector Machines (SVMs) from an optimization perspective, including kernel methods and Python implementation, with full remarks Máquinas de vetores de suporte: Classificação, Regressão, Kernels e Otimização (link, in Portuguese); and guided studies on Image Classification methods and the Brouwer Topological Degree.
Additionally, I have over five years of professional experience as a data scientist, applying advanced machine learning techniques across various domains, including finance and healthcare.
Interests
My areas of interest include PDEs, nonlinear optimization, dynamical systems, and the intersection of AI and applied mathematics.