Wallace Cavalcante is an electrical engineer (2026) and master's student at the State University of Amazonas (Universidade do Estado do Amazonas, UEA), Brazil. His research centers on computer vision and artificial intelligence for embedded systems, with a focus on IoT, AIoT, edge AI, and environmental monitoring applications. His areas of expertise include embedded systems, firmware development, computer vision, artificial intelligence, and low-power systems. He has published on TinyML and edge-based vision systems, as well as IoT-based environmental monitoring for the Amazon region, in journals such as Sensors, IEEE Sensors Letters, and IEEE Access.