Mario Martínez-García

Hello! 👋 I recently completed my PhD in Machine Learning at the Basque Center for Applied Mathematics under the supervision of Iñaki Inza and Jose A. Lozano. My current research focuses on learning using privileged information (LUPI), which leverages relevant features unavailable at deployment time for model training. During my academic journey, I completed an internship at École de Technologie Supérieure (ETS) in Montreal under the supervision of Marco Pedersoli. Before starting my PhD, I obtained my MSc in Data Science from the Open University of Catalonia and my BSc in Physics from the University of Murcia. I am now actively seeking positions as a Data Scientist.

Research interests: I work in applied AI 🤖, focusing on leveraging privileged information, knowledge distillation, and multi-task learning to improve model performance in practical applications. I am particularly interested in applying these techniques to enhance decision-making in clinical and sports environments, providing innovative solutions to real-world problems.