Artificial Intelligence has achieved significant progress in recent years, with algorithms surpassing human abilities in diverse tasks. However, the true difficulty lies not just in developing these models, but in deploying them effectively in everyday use cases. This is where AI inference comes into play, surfacing as a key area for researchers an