Eman Elrefai is a data scientist with extensive experience in machine learning and project management, having worked with companies such as WideBot, BambooGeeks, Educative, Rology, and Omdena. Eman has held roles including ML Expert Trainer, Project Manager, Machine Learning Project Author, and Machine Learning Engineer. Eman holds a Master's degree in AI and Data Science from Queen's University, expected to be completed in January 2024, and a Bachelor of Engineering in Electronics and Communications Engineering from the Faculty of Engineering Alexandria, received in August 2021.