Deploying AI to production: 12 tips from the trenches - SC5

I'm Max, and I work on applied AI here at SC5. As a consultancy, SC5 is expected to provide our clients with services that are not only well-designed and functional, but also capable of scaling and withstanding production load. An application isn't much good unless it works in the real world. Machine learning is, in many ways, a completely different beast than "traditional" software engineering. Machine learning solutions also need to be deployed to production to be of any use, and with that comes a special set of considerations.