I am a practicing data scientist

You can build your own workflow using the ramp-workflow library, following examples from ramp-kits. You can then train and test your models locally and keep track of them in a simple file structure. If you want to collaborate with your fellow team members, you can simply commit your kit and use git.

You can also use ramp.studio to expose your kit either privately to your internal team or by launching a public data challenge. If you are interested in these options, contact us.