Artificial Intelligence has advanced considerably in recent years, with systems surpassing human abilities in numerous tasks. However, the true difficulty lies not just in developing these models, but in deploying them efficiently in practical scenarios. This is where inference in AI becomes crucial, arising as a key area for scientists and tech le