Sakera Begum is a Data scientist and Doctor of Computer Science (DCS) student at the University of the Potomac, USA. Her academic and professional interests focus on Artificial Intelligence, Machine Learning, Data Science, Predictive Analytics, and Business Intelligence.Her research explores AI-driven decision-support systems, intelligent business analytics, and predictive technologies that help organizations improve efficiency and make informed decisions. She has experience in data analytics, software quality assurance, and technology-based business solutions.She is also involved in scholarly research, academic peer reviewing, and international conference activities. Her research interests include Agentic AI, Explainable AI, and the practical application of intelligent systems to address real-world business and technological challenges