AI has made remarkable strides in recent years, with models achieving human-level performance in diverse tasks. However, the true difficulty lies not just in training these models, but in deploying them optimally in everyday use cases. This is where machine learning inference becomes crucial, emerging as a key area for researchers and innovators al