AI has achieved significant progress in recent years, with systems surpassing human abilities in numerous tasks. However, the real challenge lies not just in developing these models, but in deploying them effectively in practical scenarios. This is where inference in AI takes center stage, emerging as a primary concern for researchers and tech lead