AI has achieved significant progress in recent years, with algorithms surpassing human abilities in diverse tasks. However, the main hurdle lies not just in creating these models, but in implementing them effectively in everyday use cases. This is where machine learning inference becomes crucial, arising as a key area for researchers and innovators