Optimizing mobile networks in the rapidly evolving field of wireless communication is increasingly challenging due to two main issues associated with current methods. First, the technical complexity of the Radio Access Network (RAN) with multiple technologies, frequency bands, and cell sizes makes it difficult for manual processing to keep pace with the growing number of issues to be resolved. Second, network optimization usually focuses on data gathered by network equipment, i.e. base stations, and overlooks user-side information, which can offer data with better spatial precision and more accurate Quality of Service (QoS) as seen by the end user.