Machine learning has made remarkable strides in recent years, with algorithms matching human capabilities in numerous tasks. However, the main hurdle lies not just in training these models, but in deploying them effectively in real-world applications. This is where inference in AI takes center stage, surfacing as a primary concern for experts and i