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Reem Muhammad has an extensive work experience, beginning in 2018. In that year, they were a member of the Minesweepers Competition with the Robotics Student Organization, and a Medical Equipment Trainee with the New Kasr Al-Aini Teaching Hospital. In 2021, they were an AI Intern with the Information Technology Institute (ITI), studying Mathematics, Statistics, Programming, ML, and DL. Reem was also a Computer Vision Engineer with IT Gate. In 2022, they are a Teaching Assistant with the Faculty of Engineering, Helwan University, as well as a Machine Learning Engineer with TachyHealth.

Reem Muhammad has a BSc. in Biomedical Engineering from Helwan University Cairo, which they obtained in 2020. Reem also has a Data Scientist with Python Track certification from DataCamp, which they obtained in October 2021.