Machine learning has made remarkable strides in recent years, with systems surpassing human abilities in diverse tasks. However, the real challenge lies not just in training these models, but in deploying them optimally in practical scenarios. This is where AI inference comes into play, emerging as a primary concern for experts and innovators alike