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Reem Haddara is a Certified Data Engineer at APGAR since September 2021, possessing a strong foundation in data engineering and research. Prior experience includes a role as a Research Assistant at Lebanese American University, where Reem integrated a nonlinear model of the memristor into the Harmonic Balance simulation method. Additionally, Reem completed a Software Engineering Internship at BMW Group and served as an Academic Tutor for Data Structures at Lebanese American University. Reem holds a Bachelor's degree in Computer Engineering from Lebanese American University, complemented by a Baccalaureate in General Sciences from Tripoli Evangelical School.