Ajilore, Opeoluwa Omotayo Assistant Lecturer, Department of Computer Science Caleb University, Imota, Lagos State Opeoluwa Omotayo Ajilore is an Assistant Lecturer in the Department of Computer Science at Caleb University, Lagos. She specializes in artificial intelligence, cybersecurity, machine learning, and web technologies. Her research interests include recommender systems, biometric authentication, educational data mining, and computer vision applications in forensics. She is currently a PhD candidate in Computer Science at Caleb University and holds an MSc in Computer Science from the same institution. In addition to her academic background, she has earned multiple industry-recognized certifications in Cybersecurity (Cisco, Training Express), Cloud Computing (AWS), and Web Development (Development Island, Udemy). Opeoluwa has presented and published several research papers at national and international conferences. Her work explores emerging areas such as fingerprint-based ATM security, deep learning recommender systems, and early detection of learning disabilities through image classification. Her recent publications include contributions to the Caleb University International Conference and the International Journal of Innovative Science and Research Technology. Beyond teaching, she has extensive experience as an IT consultant and technical trainer. Her practical background includes instructing in HTML, CSS, JavaScript, PHP, Python, SQL, and cybersecurity, alongside consulting in network configuration and system setup.