Machine learning has made remarkable strides in recent years, with models surpassing human abilities in numerous tasks. However, the main hurdle lies not just in developing these models, but in deploying them effectively in everyday use cases. This is where inference in AI becomes crucial, emerging as a key area for researchers and innovators alike