CV

Education

Ph.D in Computer Science, Max Planck Institute for Software Systems (MPI-SWS), 2028 (expected)
M.S. in Computer Science, Pontificia Universidade Católica do Rio Grande do Sul (PUCRS), 2022
B.S. in Computer Engineer, Pontificia Universidade Católica do Rio Grande do Sul (PUCRS), 2019

Dec 2022 - Present: Research Assistant (MPI-SWS, Germany)
- Investigating representations of deep neural networks
- Supervisors: Dr. Krishna Gummadi and Dr. Mariya Toneva
Aug 2022 - Nov 2022: Research Internship (MPI-SWS, Germany)
- Investigated techniques for measuring representational similarity between deep neural networks
- Supervisors: Dr. Krishna Gummadi and Dr. Mariya Toneva
Nov 2021 - Feb 2022: Research Internship (MPI-SWS, Germany)
- Worked with solutions to adversarial attacks, and evaluation of human perception in the deep learning domain
- Supervisor: Dr. Krishna Gummadi
Aug 2021 - Nov 2021: Research Internship (Google Brain, Poland)
- Worked Transformer-based architectures for improving zero-shot visual question answering
- Supervisors: Neil Houlsby, Xiaohua Zhai, Matthias Minderer
Jan 2020 - Aug 2021: Research Engineer / Machine Learning Engineer (Kunumi, Brazil)
- Applied deep learning models for social good
- Also worked on the development of a process-based data platform that behaves like an automatic prediction engine
Jan 2018 - Jan 2020: Data Science Internship (Kunumi, Brazil)
- Implemented techniques to enhance the interpretability of deep neural networks in projects related to ICUs and conversational assistants