Artificial Intelligence has made remarkable strides in recent years, with algorithms surpassing human abilities in diverse tasks. However, the real challenge lies not just in developing these models, but in utilizing them optimally in everyday use cases. This is where machine learning inference becomes crucial, surfacing as a primary concern for ex