Using the prebuilt image, doing docker run -it myname/wolframengine:1.0 tells me that it's unable to find the image. Below is the error message:
Error response from daemon: manifest for myname/wolframengine:1.0 not found: manifest unknown: manifest unknown
I'm following the README file, but perhaps there is a step in between that I'm missing?