Hanane Zermane is a researcher and lecturer in Industrial Engineering at the University of Batna 2 in Algeria. She holds an engineering degree in computer science obtained in 2003, followed by a Master's degree in Industrial Engineering in 2011. In 2017, she obtained a PhD, followed by a Habilitation in 2019.Her main interests are AI, ML, DL, Industry 5.0