Her research interests include text analytics, natural language processing, information extraction, opinion mining, machine learning and social networking. Her main focus is to enhance data mining models while she applies her research findings to software, education, security and mobile applications. Prior to joining SMU, she worked as a consultant for banking, financial, health and mobile projects, where she designed, developed and supported various software systems.