Públio Elon Correa da Silva is a Ph.D. student in the Post-Graduate Program in Computer Science from the Federal University of São Carlos, campus of São Carlos, Brazil (04/2024-present). He received his B.Sc. in Computer Engineering (2018) from Anhanguera College of Sorocaba, Brazil, and M.Sc. in Computer Science (2022) from Federal University of São Carlos, Brazil. His research interests include Computer Vision, Edge Computing, Deep Learning, Model Compression, and Hardware Acceleration.