Hey there 👋

My name is Caio Seda, I'm a master's student at PUC-Rio and a research fellow at the Instituto Tecgraf. I have a degree in Computer Science from CEFET-RJ, and in my final project I sought to causally measure the impact of more accessible credit lines on the default rate of small and medium-sized enterprises during the COVID-19 pandemic in Brazil. This study was supervised by Professor Eduardo Bezerra and Yuri R. Fonseca.

Currently, my research aims to understand the effectiveness of using diffusion models beyond generative tasks, such as in semantic segmentation tasks of medical images. My research is in partnership with the Brazil National Cancer Institute (INCA) and is supervised by Professor Paulo Ivson Netto.

Experience

Research Fellow
Aug 2025 -
Tecgraf Institute, PUC-Rio
Data Scientist
Aug 2021 - Aug 2025
CashU
Data Scientist Intern
Aug 2021 - Aug 2019
BNDES

Education

MSc in Computer Science
Aug 2024 - Jul 2026 (expected)
PUC-Rio
BSc in Computer Science
Aug 2017 - Aug 2023
CEFET-RJ