André Patrício has a Master's Degree in Computer Science and Engineering from Instituto Superior Técnico, in which he obtained a final grade of 17/20 and wrote a Master's thesis entitled "Differential regulatory response of Hodgkin's Lymphoma according to PET result" with the classification of 19/20. During his studies, he also maintained the position of president at NEIIST (Núcleo Estudantil de Informática do Instituto Superior Técnico). During his Master's and in the course of his current PhD, André has been employed as an Invited Assistant by Instituto Superior Técnico to collaborate in teaching the courses of Information Processing and Retrieval, Artificial Intelligence and Data Science, part of the Bachelor's and Master's degrees of Computer Science and Engineering. André has been contracted for two different research projects, IPOscore (DSAIPA/DS/0042/2018) during his Master's and MATISSE (DSAIPA/DS/0026/2019) during his PhD. In the context of IPOscore, two publications in Q1 journals were produced. The first publication, "Predictability of COVID-19 Hospitalizations, Intensive Care Unit Admissions, and Respiratory Assistance in Portugal: Longitudinal Cohort Study" in Journal of Medical Internet Research (2021) (doi: 10.2196/26075). The second publication, "On the challenges of predicting treatment response in Hodgkin's Lymphoma using transcriptomic data" was accepted by BMC Genomics and is awaiting publication.