Artificial Intelligence has made remarkable strides in recent years, with algorithms surpassing human abilities in various tasks. However, the main hurdle lies not just in creating these models, but in deploying them effectively in real-world applications. This is where inference in AI becomes crucial, surfacing as a primary concern for researchers