Manuel Gil-Martín is currently an Assistant Professor at the Universidad Politécnica de Madrid (UPM), Spain. He received his Ph.D. from UPM in 2022. He made a research stay as a visiting researcher at Insight SFI Research Centre for Data Analytics (University College Dublin). From September 2018 to September 2023, he was a Teaching Assistant in the Department of Electronic Engineering of the UPM and also a member of the Speech Technology and Machine Learning Group, currently attached to the Information Processing and Telecommunications Center of the same university. His main research interests include signal processing techniques and motion modeling systems for human activity recognition, biometrics and motor anomaly detection purposes. As a result, he has authored or co-authored 26 articles in both international journal and conferences.