Mir Maruf Ahmed graduated from the American International University-Bangladesh (AIUB) with a Bachelor of Science in Computer Science and Engineering. A passion has marked his academic journey for learning new skills and technologies. He is a researcher focused on Machine Learning (ML), Artificial Intelligence (AI), and Data Science, with a particular interest in exploring neural networks and their applications in Deep Learning, including Convolutional Neural Networks (CNNs) and Artificial Neural Networks (ANNs). Throughout his academic career, Maruf has earned multiple honors and certifications, including being listed on the Dean’s List Honors for academic excellence. His areas of expertise include Cyber Security, Networking, Web Development, Software Quality Assurance and API Testing. He aims to contribute to the cybersecurity and digital media industries through creativity, knowledge, and technical skills. His professional experience includes positions such as Junior Security Engineer at eTech Solution Ltd. and Customized OJS Plugin Theme Developer for AIUB Journal of Science and Engineering [AJSE]. His work has been published in journals such as IEEE Access, Springer, and various Q1 and Q4 journals, highlighting his academic contributions. His notable projects include MOBDOG and AJSE, and his publications focus on topics like Leaf disease detection using convolutional neural networks and IoT-enabled models to enhance food service operations in developing countries.