Machine learning has made remarkable strides in recent years, with algorithms achieving human-level performance in numerous tasks. However, the main hurdle lies not just in creating these models, but in deploying them optimally in everyday use cases. This is where inference in AI becomes crucial, surfacing as a critical focus for researchers and te