Docker depends heavily on the Kernel capabilities, namespaces, control groups. As an Android developer you probably know much more about Android kernel and how the applications work and how they are isolated on Android, so if you are willing to build a custom Android kernel, you might be able to run some version/variant of Docker on Android, but I as an Android user would not try that.