Machine learning has achieved significant progress in recent years, with algorithms achieving human-level performance in diverse 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 comes into play, surfacing as a key area for expert