Liyusew Agye Tadesse earned his Master of Science (MSc) degree in Information Technology from Bahir Dar University, Bahir Dar Institute of Technology, Faculty of Computing, Ethiopia, in October 2024. He completed his master’s thesis entitled “Amharic Bimodal Question Generation for Ethiopian Cultural Social Media Content,” which involved the design, implementation, and evaluation of multimodal deep learning models integrating visual and textual data. His academic training includes advanced coursework and practical research in information technology, artificial intelligence, and data-driven system development, with a strong emphasis on experimental research and performance evaluation.