Machine learning has made remarkable strides in recent years, with models surpassing human abilities in numerous 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, surfacing as a key area for experts and industry