Artificial Intelligence has made remarkable strides in recent years, with systems matching human capabilities in numerous tasks. However, the real challenge lies not just in creating these models, but in implementing them optimally in real-world applications. This is where AI inference takes center stage, emerging as a primary concern for scientist