Machine learning has advanced considerably in recent years, with models achieving human-level performance in numerous tasks. However, the main hurdle lies not just in creating these models, but in deploying them efficiently in everyday use cases. This is where inference in AI becomes crucial, surfacing as a primary concern for experts and industry