My research focuses on making AI solutions more effective, usable, and actionable in business contexts. The overall goal of my research is to help organizations to use ML and advanced analytics techniques for deriving business value, gaining competitive advantage, and fulfilling their strategic objectives. My areas of interest are business analytics, information systems design, requirements engineering, and conceptual modeling.
My Ph.D. research has led to the development of the GR4ML, a modeling framework to support requirements elicitation, design, and development of machine learning solutions.