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Dr. Qurat Ul Ain is an Assistant Professor at the Department of Artificial Intelligence and Data Science, FAST-NUCES, Islamabad. Previously, she served as Assistant Professor and Lecturer at Shifa Tameer-e-Millat University, Islamabad, and as a Research Assistant at the Multimedia Signal Processing (MSP) Lab, UET Taxila. She holds a PhD in Computer Science, along with two master?s degrees and a bachelor?s degree. Her research focuses on Machine Learning, Deep Learning, Computer Vision, Image Processing, and Multimedia Forensics.