Artificial Intelligence has advanced considerably in recent years, with systems achieving human-level performance in various tasks. However, the real challenge lies not just in training these models, but in deploying them efficiently in everyday use cases. This is where inference in AI comes into play, emerging as a critical focus for experts and i