Assistant Professor Hilal Al-Libawy received BSc degree in Electrical Engineering from Baghdad University, Baghdad, Iraq, in 1991, MSc degree in electronic engineering in 1995. He is a teaching staff in Babylon University, Babylon, Iraq since 2004 till now. Al-Libawy has received his PhD certificate in behavioral analysis and operator fatigue studies in 2018 in the University of Liverpool, Liverpool, UK. His main areas of research interest are behavioral analysis, operator fatigue detection, deep learning implementation in embedded systems and engineering applications of artificial intelligence