Your example is trivially parallelized with some decorators from the dask library.
Example here: http://dask.pydata.org/en/latest/imperative.html
Example here: http://dask.pydata.org/en/latest/imperative.html
If you like it, can you please blog about it (and post on hn)? Needs exposure outside the python data community.