Nakayiza Hellen Raudha is a Ph.D. candidate in Information Technology at Makerere University and a Lecturer in Computer and Information Science at Muni University, Uganda. Her research focuses on intelligent distributed systems engineering, auditing and quality assurance, particularly the design of technical frameworks for evaluating algorithmic fairness, accountability, transparency, and compliance in distributed AI-based decision-making systems. She has a Master's in Computer Science and Engineering from BRAC University and CS BSc (First class honors), specializing in distributed systems and knowledge-based architectures. She studies intelligent systems Engineering and lifecycle auditing, risk-aware AI governance models, explainable AI (XAI), adversarial robustness testing, and machine learning pipeline bias detection. She designs distributed architectures for safely deploying AI in education, healthcare, and public administration using data standards and traceability mechanisms. She is Secretary of the IEEE Uganda Section's Women in Engineering Affinity Group and a contributing member of SSIT. Her work focuses on practical AI auditability and governance in distributed low-resource and regulatory-limited environments.