My primary research focuses on developing innovative methodologies to enhance the design, functionality, and quality of organizational information systems. My work spans healthcare, organizational studies, and data science, with a particular emphasis on applying machine learning and explainable AI to improve clinical outcomes, decision-making, and healthcare delivery. My research interests include data science, text mining, large language models, machine learning, unsupervised learning, recommender systems, and multimodal data integration.