Machine learning has achieved significant progress in recent years, with models surpassing human abilities in diverse tasks. However, the real challenge lies not just in training these models, but in deploying them optimally in practical scenarios. This is where AI inference takes center stage, surfacing as a primary concern for scientists and tech