AI has achieved significant progress in recent years, with systems matching human capabilities in diverse tasks. However, the main hurdle lies not just in training these models, but in implementing them optimally in practical scenarios. This is where AI inference becomes crucial, arising as a primary concern for experts and industry professionals a