AI has advanced considerably in recent years, with systems matching human capabilities in diverse tasks. However, the main hurdle lies not just in creating these models, but in utilizing them optimally in practical scenarios. This is where machine learning inference takes center stage, surfacing as a primary concern for experts and innovators alike