In 2010, I received a B.Sc. in biomedical engineering from biomedical engineering dept., Helwan University, Egypt. In 2014, I received an Erasmus Mundus joint master degree in computer vision and robotics (VIBOT). I've attended three different universities. i.e., University of Burgundy (Dijon, France), University of Girona (Girona, Spain), and heriot watt university (Edinburgh, Scotland). I've done my master thesis at Le2i, UMR CNRS 6303, University of Burgundy (Dijon, France). I received a Ph.D. in computer science from University of Montpellier, France. The Ph.D. was funded by Institute Mines-Telecom, France and A*STAR Research Attachment Program (ARAP), Singapore. Currently, I am working as a research fellow at ST Engineering-SUTD Cyber Security Laboratory, Singapore University of Technology and Design (SUTD). My research interests are in the areas of machine learning, biomedical signal analysis, medical image analysis, ambient assisted living.