I am a PhD candidate at the Visual Data Science Lab (V-DS) at Fundação Getulio Vargas (FGV) in Rio de Janeiro, Brazil, supervised by Prof. Jorge Poco with the CAPES Scholarship.
Currently, I am working with Retrieval-Augmented Generation (RAG) and multimodal models. My research interests include machine learning, urban computing, large vision-language models, and explainable AI.
Besides, I am particularly focused on developing efficient and robust models for analyzing and understanding human perception from street view images, as well as extracting key perceptual features for applications in urban computing.
April, 2025
March, 2025
Jan, 2025
Dec, 2024
Oct, 2024
Assessing Urban Environments with Vision-Language Models accepted in the IJCNN conference.
LegalAnalytics: Bridging Visual Explanations and Workload Streamline in Brazilian STF accepted in the Artificial Intelligence and Law.
Assessing Timber Trade Networks and Supply Chains in Brazil accepted in the Nature Sustainability.
What Makes a Place Feel Safe? accepted in the WI-IAT conference.
"Strong Data Enrichment and Augmentation" Award in the IEEE VAST Challenge.
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