Jose A. Rodriguez Serrano

Jose A. Rodriguez Serrano is a Senior Lecturer at the Department of Operations, Innovation and Data Sciences within the Esade Business School. He is affiliated with the Institute for Data-Driven Decisions (ESADE D3), a research group focusing on leveraging data science for strategic decision-making. His work contributes to the UN Sustainable Development Goals, particularly in areas involving technology and equitable access to services.

Dr. Rodriguez Serrano's research expertise spans Machine Learning, Deep Learning, and their applications in finance, healthcare, and real estate. He explores topics like generative AI for financial modeling, explainable AI in real estate valuation, and deep learning techniques for healthcare fraud detection. His contributions include developing non-crossing quantile models and attention-based learning systems.

He is a core member of the ESADE D3 research group (2022–2025), funded by the Agència de Gestió d'Ajuts Universitaris i de Recerca (AGAUR). This project integrates interdisciplinary approaches to advance data-driven methodologies in business and public policy. His work has been published in prestigious venues like the ACM SIGKDD Conference and the Annals of Operations Research, with over 700 citations and an h-index of 13.

His research collaborations span global institutions, focusing on applying machine learning to solve complex problems in healthcare, finance, and real estate valuation. Notable outputs include prototypes for real estate price prediction and deep learning models to detect malpractices in healthcare sectors.