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Giovanna Mastrati is currently a Dottorando Industrial PhD at ab medica spa since May 2023 and a PhD student at Università degli Studi di Napoli Federico II since February 2019, focusing on EEG-based Valence and Arousal recognition, Neurofeedback for Emotion Regulation, and engagement detection in Pediatric Rehabilitation. Previously, Giovanna held the position of Research Fellow, concentrating on EEG-based Valence recognition. At Technische Universität Graz from September to November 2022, involvement included identifying brain correlates of fear of heights in a virtual reality environment. Additionally, a trainee role was completed at ICS Maugeri SpA Società Benefit in 2018, working on the automation of the Six Minutes Walking Test. Giovanna holds a Laurea Magistrale LM in Ingegneria biomedica/medica from Università degli Studi di Napoli Federico II.