I have recently completed my Master's degree in Computer Science from the University of Victoria. My primary area of research interest lies in the expansive field of large networks and graphs. Specifically, my focus during my Master's program was on community detection in networks. This area of study involves identifying natural groupings or clusters within complex networks, based on the connections and interactions among the nodes. Furthermore, in my professional role at Island Health, I had the opportunity to apply these concepts of community detection in a practical and impactful way. My work involved analyzing patterns of service class utilizations. By employing community detection techniques, I was able to identify patterns and trends in service usage, which provided valuable insights for optimizing resource allocation and improving service delivery.