MUHAMMAD FAISAL holds a Bachelor of Information Systems (S.SI) from the Information Systems Department at STMIK Profesional, Makassar, Indonesia, in 2011, and a Master of Computer Science (M.Kom) from the Informatics Engineering Department at Universitas Hasanuddin, Gowa, Indonesia, in 2014. He holds a Ph.D. from the Doctoral Program in the School of Science and Technology at Asia E University, Malaysia. He is currently a lecturer and researcher at the Department of Informatics, Universitas Muhammadiyah Makassar, Indonesia. His research interests include Artificial Intelligence, Data Mining, Decision Support Systems, Image Processing, Deep Learning, and Machine Learning.