Artificial Intelligence has advanced considerably in recent years, with algorithms surpassing human abilities in various tasks. However, the true difficulty lies not just in creating these models, but in utilizing them efficiently in everyday use cases. This is where machine learning inference comes into play, arising as a key area for experts and