Inherently, a Medical Doctor with foundational education at the Centre of Excellence in Medicine 'Raisa Pacalo' and the University of Pascal Paoli, my career has evolved to encompass a significant focus on Machine Learning, particularly in Reinforcement Learning algorithms applied to Multi-Agent Systems. Specializing in CTDE in Partially Observable Markov Decision Processes (POMDP), my expertise lies in developing algorithms capable of operating under conditions of uncertainty and limited information, a crucial aspect of real-world applications.My long-term professional objective is to pioneer advancements in biopharmaceuticals and gene modeling. This involves leveraging the potential of Machine Learning to drive innovations in drug discovery, personalized medicine, and genetic research. The goal is to create intelligent systems that can analyze complex biological data, optimize biopharmaceutical processes, and contribute to groundbreaking developments in gene therapy and molecular medicine, thereby revolutionizing patient care and advancing the field of biotechnology.