AI has made remarkable strides in recent years, with systems matching human capabilities in diverse tasks. However, the real challenge lies not just in creating these models, but in utilizing them efficiently in everyday use cases. This is where inference in AI becomes crucial, surfacing as a primary concern for scientists and industry professional