Artificial Intelligence has achieved significant progress in recent years, with algorithms achieving human-level performance in diverse tasks. However, the real challenge lies not just in creating these models, but in utilizing them effectively in everyday use cases. This is where AI inference takes center stage, arising as a key area for researche