Samar has a Bachelor's in Biomedical and Systems Engineering dept. from the Faculty of Engineering, Cairo University 2021. She is passionate about machine learning and data-driven analyst with the ability to apply machine-learning techniques and leverage algorithms to solve real-world problems. She established an ability to deploy predictive models across different industries. She is a research assistant at Medical Imaging and Image Processing Research Group, Center for Informatics Science, and joined the Master’s in informatics, School of Information Technology and Computer Science, Nile University from 2021 to present.