My research focuses on multigranulation rough sets, granular approximation, and fuzzy decision-making frameworks for handling uncertainty in complex data environments. It aims to develop interpretable and robust decision models that improve accuracy, uncertainty reduction, and adaptive reasoning for applications such as intelligent systems, data analysis, and decision support systems.