AI has advanced considerably in recent years, with algorithms surpassing human abilities in diverse tasks. However, the true difficulty lies not just in developing these models, but in implementing them efficiently in everyday use cases. This is where AI inference takes center stage, surfacing as a key area for researchers and industry professional