Ioannis Tsamardinos is a Professor at the Computer Science Department at the University of Crete where he heads his own lab and all-star team MensXMachina, successfully translating academic R&D into real world business tools ready to market. He is a prominent figure in AI-driven biomarker research, focusing on three key areas: pioneering advanced algorithms for Machine Learning, Bayesian Network learning, Variable Selection, and Causal Discovery in biomedicine data; applying state-of-the-art data analysis methods to glean insights from biomedical data; and developing automated systems for user-friendly data analysis. With a robust portfolio of over 110 publications, including international journals, conferences, and books, and a record of distinctions and awards, Prof. Tsamardinos is a recognized expert in machine learning, bioinformatics, and intelligent data analysis.