[D] Hey! What are you guys using for deploying models on the web?
I’m a cs student currently learning machine learning (focussing mostly on deep learning scaffolding and computational techniques to make models efficient) I have prior experience in server-side coding, with an academic project which focussed on large scale API deployments and CI/CD integration to an existing analytics API.
I am planning on building an easy to use service which makes it easy to expose a machine learning model to the web via an API endpoint. While I know this has been done before by bigger players, I found most of the solutions to have cumbersome setups and slow speeds.
I would really appreciate it if you guys could provide me some insight as to what improvements you would like to see in such a service as compared to your current workflow.