Artificial Intelligence has made remarkable strides in recent years, with models surpassing human abilities in numerous tasks. However, the real challenge lies not just in training these models, but in utilizing them effectively in real-world applications. This is where machine learning inference becomes crucial, surfacing as a key area for experts