Zakaria NEILI received his master's in multimedia and digital communications from Badji Mokhtar Annaba University- Algeria in 2017. since 2018 he has joined the Automatic and Signals Laboratory of Annaba University, His research interests are in machine learning and deep learning applications, embedded systems, biomedical signal processing, and biomedical applications. He holds a PhD in Biomedical Engineering, Signal Processing, and Artificial Intelligence from Badji Mokhtar University, Annaba, Algeria, in 2021. Previously he worked at UTeM Malaysia from 2019 to 2020 on a project to classify lung sounds using deep learning techniques on Embedded Systems. The languages used in our applications are C++, Python, and Matlab. He is a research professor at Badji Mokhtar University, Annaba, Algeria. Their current research interests include analysis of lung sounds and embedded systems, machine learning, deep learning, and information and communication technology.