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Almost assuredly he knew it was a bad idea, but had a goal of "implement machine learning" from his VP or just wanted it in his resume.

If you get assigned to something like that, own it, no matter how useless it is. It's an opportunity to bulk up your resume for free.

Just put the original code in an ML wrapper, add some if statements and presto - done!