Mrs. Sofía López-Araya is an emerging researcher in sport science whose academic work centers on performance analysis, technical–tactical behaviors, and the application of technology in team sports. Currently undertaking doctoral studies in Sport Science at the University of Extremadura, her research emphasizes data-driven evaluation of match performance, with a strong focus on women’s soccer at the international level. Her scientific production includes three peer-reviewed documents, collectively accumulating four citations and establishing an h-index of 1. These publications investigate key performance indicators in elite women’s soccer, examining differences across final classifications, match outcomes, and confederations of origin. Additionally, she has contributed to research exploring the effects of training on body composition in elite basketball players, broadening her analytical scope across multiple team sports. She has also presented her work at internationally recognized conferences, addressing topics such as tactical evolution across major tournaments, scoring patterns in world-class competitions, and contextual influences on performance. Her research frequently integrates wearable technology particularly devices to quantify athlete performance with precision. Through her growing body of research, she contributes to the advancement of evidence-based methodologies in sport performance, offering insights relevant to coaches, analysts, and high-performance environments.