Artificial Intelligence has made remarkable strides in recent years, with algorithms surpassing human abilities in various tasks. However, the true difficulty lies not just in training these models, but in deploying them efficiently in everyday use cases. This is where AI inference becomes crucial, arising as a key area for scientists and tech lead