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Dawit H. is a Doctoral Researcher at Helmholtz-Zentrum Hereon, focusing on advanced methods of phase retrieval for phase contrast tomography at the Center for X-ray and Nano-Sciences. Concurrently, Dawit serves as a volunteer helper at Trufi Association e.V., working to digitalize roads in developing countries and improve informal public transport systems. Previous experience includes a role as a Machine Learning Engineer at Beyond Emotion GmbH, where Dawit developed deep learning models for emotion recognition, and tutoring Mathematical Modeling in Engineering at the University of Hamburg, specializing in traffic flow modeling and air traffic flow optimization. Dawit has also contributed to education as a Mathematics teacher at Bisrate Gabriel International School and studied at Università degli studi di L'Aquila as an Erasmus Mundus scholar. Academic credentials include a Master's in Industrial Mathematics from the University of Hamburg and a Bachelor's in Applied Mathematics from Addis Ababa University.