Artificial Intelligence has made remarkable strides in recent years, with systems matching human capabilities in numerous tasks. However, the main hurdle lies not just in creating these models, but in utilizing them efficiently in real-world applications. This is where inference in AI becomes crucial, emerging as a critical focus for experts and in