Artificial Intelligence has achieved significant progress in recent years, with algorithms achieving human-level performance in diverse tasks. However, the main hurdle lies not just in developing these models, but in implementing them optimally in real-world applications. This is where AI inference takes center stage, arising as a critical focus fo