Machine learning has made remarkable strides in recent years, with algorithms matching human capabilities in diverse tasks. However, the true difficulty lies not just in creating 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 leaders al