Machine learning has made remarkable strides in recent years, with algorithms achieving human-level performance in diverse tasks. However, the main hurdle lies not just in developing these models, but in deploying them effectively in practical scenarios. This is where inference in AI takes center stage, arising as a primary concern for researchers