Sidney Shapiro is an Assistant Professor of Business Analytics at the Dhillon School of Business, University of Lethbridge, where he teaches courses in business analytics, data management, and visualization. With over a decade of experience spanning data science, business intelligence, and higher education, Sidney focuses on equipping students with practical skills and a solid theoretical foundation in analytics. He was previously a data science manager building software for occupational health and safety, leading teams to develop data-driven solutions, and a professor and coordinator developing curriculum for analytics and business programs. Sidney’s research interests include AI adoption, data privacy, and the integration of advanced analytics into business processes.