Artificial Intelligence has made remarkable strides in recent years, with algorithms achieving human-level performance in numerous tasks. However, the main hurdle lies not just in training these models, but in deploying them efficiently in real-world applications. This is where machine learning inference takes center stage, surfacing as a critical