Machine learning has advanced considerably in recent years, with models surpassing human abilities in diverse tasks. However, the real challenge lies not just in training these models, but in deploying them efficiently in everyday use cases. This is where inference in AI becomes crucial, arising as a key area for scientists and tech leaders alike.D