Artificial Intelligence has made remarkable strides in recent years, with systems matching human capabilities in numerous tasks. However, the true difficulty lies not just in training these models, but in deploying them optimally in everyday use cases. This is where AI inference takes center stage, arising as a key area for researchers and innovato