AI has advanced considerably in recent years, with algorithms surpassing human abilities in diverse tasks. However, the real challenge lies not just in creating these models, but in deploying them effectively in real-world applications. This is where inference in AI takes center stage, surfacing as a primary concern for researchers and industry pro