Professor of Propedeutics and Diagnosis in the Dentistry program at the Albert Einstein Israelite Hospital. Member of the International Head and Neck Scientific Group (IHNSG). Completed a FAPESP-funded Postdoctoral Fellowship at the Department of Head and Neck Surgery, University of São Paulo Medical School (FMUSP), focusing on the development and application of Deep Learning models for the diagnosis and prognosis of head and neck diseases (2025). Holds a Ph.D. in Oral Pathology from the Piracicaba Dental School, University of Campinas (FOP-UNICAMP) (2022), with an emphasis on Oral Medicine, and expertise in Digital Pathology and Artificial Intelligence applied to Oral and Maxillofacial Pathology. Completed a Doctoral Sandwich Program at the University of Sheffield (Dec 2019 Jun 2020) through the CAPES-PrInt Institutional Internationalization Program. Also holds a Masters degree in Oral Pathology from FOP-UNICAMP (2018), with an emphasis on Oral Medicine and experience in Digital Pathology, and a Dental Degree from the University of the State of Amazonas (UEA) (2015).