Teaching
Courses I've taught or assisted in, across social science and data science
Short Courses
Fundamentals of machine learning, focusing on recognizing, training, interpreting, and evaluating simple predictive models applied to social research.
Automated Text Analysis SICSS 2025 · July 2025
Deep Learning & Text-as-Data 10th Student Week of the Postgraduate Programs, IESP-UERJ · 2025.2 · Graduate
Fundamentals of deep learning: what it is and how to train a neural network, and text-as-data with deep learning.
Teaching Assistance
Advanced Text-as-Data IESP-UERJ Winter School · 2025.1 · Graduate
Deep Learning, Transformers, Embeddings, and Large Language Models applied to political science research. Instructors: Tiago Ventura, Ph.D., and Sebastián Vallejo Vera, Ph.D.
Quantitative Methods II FGV CPDOC · 2024.2 · Undergraduate
Exploratory data analysis, basic statistical inference, and regression models. Instructor: Jairo Nicolau, Ph.D.
Introduction to R FGV CPDOC · 2020.2 · Graduate
Introduction to programming for social sciences. Instructor: Jimmy Medeiros, Ph.D.