I graduated in Biomedical Engineering from Roma Tre University with a final grade of 110/110 cum laude in 2021. In October 2024, I defended my PhD thesis on advanced technologies and data mining techniques for training and injury risk prevention in non-professional football players at the University of Rome “Foro Italico”. Since October 2024, I have been working as a research fellow on the same topic, collaborating with GoSport s.r.l. I have also collaborated with the CNR IFC Cardiovascular Numerical/Hybrid Modelling Lab. My research interests focus on developing low-cost solutions for in-field sports assessment, including performance evaluation and injury risk prevention. My publications and conference papers present cost-effective approaches based on OpenCap and smartphone IMUs, applying biomechanically informed machine learning methods.