Ai sarted up going into optimization theory, still on the pure side. And so that's kind of how i started to head more towards industry. I was always very good at solving problems, but i'll admit i wasn't always the it may be like justifying a grant proposal or something like that. So anyways, longstory short, got into data, got into machine learning, got into mackinto engineering for hoisting the tooling and met with jeremiah is, the co prefectin sux right? Exactly to buy coala jacco.