I am presently engaged in doctoral studies in the field of computer science at the University of Porto, located in Porto, Portugal. The focus of my research is to enhance existing state-of-the-art (SOTA) methodologies tailored to European Portuguese clinical texts by integrating them with novel approaches founded upon pre-trained Large Language Models (LLMs) for Portuguese and health ontologies. Before embarking on my doctoral journey, I obtained a master's degree in Data Science from the Higher School of Economics in Russia.