Artificial Intelligence has made remarkable strides in recent years, with algorithms matching human capabilities in diverse tasks. However, the main hurdle lies not just in training these models, but in implementing them optimally in real-world applications. This is where inference in AI takes center stage, surfacing as a critical focus for researc