Undergraduate student in Mathematics - Bachelors program at the State University of Maringá. Interested in the area of Applied Mathematics, with an emphasis on optimization. Completed two research projects under the supervision of Professor Francisco Nogueira Calmon Sobral, focusing on linear programming, mixed-integer programming, and mathematical modeling. Member of the PET Mathematics group from September 2021 to June 2024. Also worked as a Linear Algebra tutor. Was accepted in the selection for a direct Ph.D. scholarship linked to the FAPESP Thematic Project on Computational Methods in Optimization (the scholarship award is still pending confirmation from FAPESP). The scholarship pertains to the Applied Mathematics Program at UNICAMP under the supervision of Prof. Paulo José da Silva e Silva, who has accepted me as a student. (Source: Lattes Curriculum)
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This research project focuses on Difference of Convex (DC) optimization applied to Machine Learning and Data Science. DC optimization, where the objective function is the difference of two convex functions, allows the use of convex analysis techniques and offers a flexible modeling framework. The project aims to investigate specific Machine Learning models, such as Support Vector Machin…
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