| Since 2022 | Research Associate at iPAT |
| 2020-2023 | Data Analyst l Consultant bei ESE GmbH - part of DB E.C.O. Group |
| 2019 | Master's thesis at Siemens Mobility GmbH: "Implementation of machine learning algorithms in a SAAS data analytics application for mass transit" |
| 2016-2019 | Master of Science in Mechanical Engineering at the Technical University of Braunschweig |
| 2010-2015 | Bachelor of Science in Mechanical Engineering at the AASTMT-Cairo |