Carolina Cauduro, MD, is a Medical and AI Advisor to Neuroverse, working at the intersection of machine learning and high-stakes clinical environments. She is a researcher at the Institute of Cancer Research and the Royal Marsden in London, with medical and research training across institutions in Brazil, Belgium, Switzerland, and the UK. Her work bridges clinical medicine and computational science, with a particular interest in how intelligent systems can support human decision-making where outcomes must be grounded in real-world evidence and decisions must remain traceable.