
Associate Professor · Deep Learning Researcher
School of Technology · Pontifical Catholic University of Rio Grande do Sul (PUCRS) · Porto Alegre, Brazil
I am an Associate Professor and researcher at the Graduate Program in Computer Science at PUCRS, where I co-lead the Machine Learning Theory and Applications Research Group (MALTA). I hold a Ph.D. in Applied Computing from Unisinos. My research focuses on machine learning and deep learning, with applications in fairness, health, generative models, LLMs, and Machine Unlearning, supported by institutions such as Petrobras, Motorola, Michael J. Fox Foundation, and Kunumi.
Full list on Google Scholar.
Deep Neural Networks
Deep Learning I
Deep Learning II
Machine Learning
Theory of Computing
Scientific Methodology and Artificial Intelligence Lab