Artificial Intelligence has advanced considerably in recent years, with systems surpassing human abilities in various tasks. However, the real challenge lies not just in training these models, but in deploying them efficiently in practical scenarios. This is where machine learning inference takes center stage, surfacing as a key area for scientists