PAPIs 2018

We present QuSandbox, a end-to-end workflow based system to enable creation and deployment of data science workflows within the enterprise. Our environment supports AWS and Google Cloud and incorporates model and data provenance throughout the model life development.As cloud computing and ML adoption becomes a norm in the enterprise we envision AI and MLOps become important to ensure robust adoption and deployment within the enterprise.
In this talk we will illustrate a ten-step process to enable replicable research within the enterprise using QuSandbox.