Machine learning has advanced considerably in recent years, with systems surpassing human abilities in diverse tasks. However, the true difficulty lies not just in creating these models, but in utilizing them optimally in practical scenarios. This is where inference in AI becomes crucial, surfacing as a primary concern for experts and innovators al