Carla Martins is a researcher and a PhD student at the University of Porto, specializing in biostatistics, data science, and artificial intelligence. Her academic background includes courses in health technology, biostatistics, mathematics, and computer science. In Martins professional roles, she focuses on health variable prediction, automated quality control utilizing computer vision, and AI-driven anomaly detection. She also serves as a lecturer in the post-graduate program in Sports Medicine at the Faculty of Medicine, University of Porto. Previously, she contributed to educational materials in programming and machine learning while working as a content provider at Korbit Technologies.