You don't have to go that deep. 99% of the time our analytics or risk management teams have some really memory inefficient Python and they want me to write them

You don't have to go that deep. 99% of the time our analytics or risk management teams have some really memory inefficient Python and they want me to write them one of our "magic C things" it turns out to be fixable by replacing their in-memory iterations with a generator.