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I am an Assistant Professor at the Muma College of Business, University of South Florida. I earned my PhD in Information Systems and Operations Management from Emory University’s Goizueta Business School. Prior to that, I completed a Master in Management (Grande École degree) at ESCP Business School in Paris and a Bachelor in Economics from the Vienna University of Economics and Business (WU).
My research interests lie in healthcare analytics, with a particular focus on bridging the gap to a clinical audience. I examine how care delivery innovations, provider organization, and workforce dynamics influence capacity and patient flow in healthcare systems. This work is built by close interdisciplinary partnerships with Emory Healthcare, the Veterans Health Administration, the USF Taneja College of Pharmacy, and more recently, the Tampa General Hospital. Currently, my pipeline focuses heavily on nursing operations and retention, combining predictive modeling with enterprise data to optimize staffing, compensation, and frontline productivity. Methodologically, my work pushes forward how we estimate service rates and model time-to-event dynamics in complex healthcare environments.
My teaching centers on equipping students to be ready workplace from day one through applied, hands-on learning. Across foundational and honors statistics, I emphasize active problem-solving with authentic business datasets and competitive simulations in tools like Excel, Python, and Tableau. In my newly redesigned course on Artificial Intelligence & Analytics for Organizations, students learn to integrate generative AI directly into an analytics workflows by building RAG pipelines and agentic systems while navigating executive ROI and risk governance frameworks. I also teach applied machine learning to pharmacy graduate students, focusing on translating predictive models and algorithmic transparency directly into clinical operations.
Outside academia, I have worked consultant for Boston Consulting Group, focusing on supply chain optimization and pricing. Earlier in my career, I designed workflows and system requirements for a large-scale IT implementation of an insurance and assistance platform for Allianz Worldwide Partners.