Areas of work
Back-end
APIs, databases and distributed systems.
Front-end
Vue.js, JSF, HTML, CSS.
Research
Deepfake Detection.
Featured projects
Deepfake Detection Project
Final project for the Computer Vision course at IFES. It is a model trained to classify facial videos as real or fake (deepfake). The model combines supervised contrastive learning and supervised classification, using a single shared backbone and multiple output heads.
PythonDeep LearningArtificial Inteligence
Publications
Evaluation of High-Frequency Information for Deepfake Detection Using a CNN–ViT Architecture in a Cross-Dataset Scenario
SIBGRAPI • 2026