Dr. Ahmad Adel Abu-Shareha is an Associate Professor in the Department of Data Science and Artificial Intelligence at Al-Ahliyya Amman University in Jordan, specializing in artificial intelligence, machine learning, data mining, and image processing. Dr. Abu-Shareha has authored and co-authored numerous research papers across several key domains: • Malware Detection & Optimization: His recent work includes studies on dynamic analysis and modified optimizers for malware and spam detection, such as utilizing the Harris Hawk, gray wolf, and dwarf mongoose optimization algorithms (2024–2026) • Diabetes & Healthcare AI: He has contributed to comparative studies and frameworks for diabetes progression prediction, early detection of Type-2 diabetes, and e-health recommender systems using machine learning and optimized gradient boosting (2024–2026) • Network Analysis & DNA / Cellular Research: Research in this area covers frameworks for random early detection, attention-based LSTM models for DNA damage prediction in mammalian cells, and maximizing IP telephony utilization over MPLS networks (2022–2024) • Intrusion Detection: He has also explored improving linear support vector machine classifiers using mutual information feature weighting (2025).