Associate Professor at the University of Pernambuco (UPE) with 'Livre-Docente' title, Paulo Adriano Schwingel holds a CNPq Research Productivity Scholarship (Level B) and previously held the FACEPE Pernambuco Productivity Fellowship (BPP, 2024–2025). He earned his M.Sc. and Ph.D. in Medicine and Health from UFBA and his Bachelor's in Physical Education from UFRGS. He is the Dean of the Nutrition Department at UPE Petrolina and teaches in the Graduate Programs in Rehabilitation and Functional Performance (PPGRDF) and Health Sciences (PPGCS). A sports physiologist specialized in high performance, he served as Physiologist for the Brazilian Paralympic Swimming Team (CPB, 2009–2015) and supports Olympic and Paralympic athletes, pilots, and martial artists. He leads the GPEDH and LAPEDH at UPE Petrolina, supervising M.Sc. and Ph.D. students in "Assessment and Intervention in Cardiorespiratory, Vascular, and Metabolic Systems" and "Quality of Life, Diagnosis, Treatment, and Development of Health Technologies." His research covers physiological, biochemical, and morphological mechanisms of human performance and health maintenance. He is actively engaged in AI applied to healthcare, developing and validating tools derived from Large Language Models (LLMs) to enhance clinical diagnosis and support healthcare professionals.