João Gabriel Vinholi

João Gabriel Vinholi received his Engineering degree in Electrical Engineering from the Federal University of Santa Catarina (UFSC), Florianópolis, Brazil, in 2020. From 2021 to 2023, he worked at ICEYE, Luxembourg, as a machine learning engineer. During his tenure, he focused on developing algorithms for multi-temporal flood mapping, deforestation mapping, building damage detection, and anomaly detection in X band SAR imagery. He also specialized in MLOps for deploying these algorithms efficiently. Since 2023, he has been with the Luxembourg Institute of Science and Technology (LIST), Esch-sur-Alzette, Luxembourg, as a machine learning engineer, where he continues to conduct research and development of machine learning-based tools for remote sensing applications. Concurrently, since 2021, Vinholi has been a Doctoral Candidate of Electronics and Computer Engineering at the Aeronautics Institute of Technology (ITA), São José dos Campos, Brazil.

Interesses de pesquisa

Machine and deep learning, computer vision, digital signal processing, and their applications in remote sensing