Nait Amar MenadMenad Nait Amar received the B.Sc. degree, the M.Sc. degree and the Ph.D. degree in Petroleum / reservoir Engineering at University M'hamed Bougara of Boumerdes, Algeria in 2013, 2015 and 2018 respectively. His research interests include machine learing, optimization and data mining and their applications in the oil industry. Menad Nait Amar is currently an Engineer Reacher at Sonatrach and an Assistant Professor within the Faculty of Hydrocarbons and Chemistry at the University M'hamed Bougara of Boumerdes in Algeria. Read More Read Less