Well this is illogical but still sharing so future people like me don’t get stuck.
The problem was that I was trying to run a docker image which doesn’t exist.
I needed to build the image:
docker build . -t xameeramir/cra-docker
And then run it:
docker run -p 8080:80 xameeramir/cra-docker