Artificial Intelligence has advanced considerably in recent years, with algorithms achieving human-level performance in various tasks. However, the main hurdle lies not just in developing these models, but in deploying them optimally in everyday use cases. This is where machine learning inference becomes crucial, surfacing as a key area for experts