After completing my high school education, I pursued a Bachelor's degree in Electrical and Computer Engineering from the Universidade de Lisboa - Instituto Superior Técnico. Promptly after, I started a Master's degree in Data Science and Engineering, at the same institution, which I completed in December 2022. During my studies, my goal was always to perform at a high level and this effort has been recognized with the Academic Merit Diploma, which was awarded to me in my final year of Bachelor's studies and throughout both years of my Master's program. In January 2023, I joined INESC-ID - a leading R&D organization in the fields of Computer Science and Electrical and Computer Engineering - as a full-time researcher under the Center for Responsible AI consortium. My time here has been marked by two significant projects: 1) creating a novel address matching method in collaboration with the Portuguese Post Office Company using a BERT Bi-Encoder, and 2) developing a Retrieval-Augmented-Generation conversational assistant that allows users to delve into the life and career of the former Portuguese Prime Minister, Francisco Pinto Balsemão, through an interactive interview-like experience. Later in 2023, from October to December, I spent two months at Carnegie Mellon University. I was there as a visiting student in Professor Lei Li's group, working on a project about detecting copyrighted content in the data used to train language models. I am currently a 1st year PhD student at IST and I am accepted to start in September 2024 the IST-CMU Dual Degree program on the LTI department. The outcomes of my work have been transformed into two published and orally presented papers at EPIA and ICMLA in 2023, and a third paper accepted for publication on ICML 2024.