I've been lucky, starting young, early industry, eager to please, and willing to work on interesting over a better salary:<p>* I was a beta tester and original 3rd party developer for the Mac, in '83, a year before the Mac's release; (Everything was written in assembly at that point.)<p>* I worked for DeVanney & Mandelbrot on their original Fractal Mathematics publication, the work later became the book <i>Beauty of Fractals</i>.<p>* Back when the Mac was new and there were many DOS GUIs floating around, before Windows 3.1 became the standard, I wrote the "official" in-house DOS GUI for AT&T internal use. I wrote that in '88, and it was their in-house GUI for about 5 years.<p>* I co-wrote the video subsystems for both the 3D0 and the original PlayStation. That was a two very different adventures.<p>* I was on the first Tiger Woods PSX Golf game dev team, the one with the South Park animation (for reals accidentally) left on the published CD. I wrote the front-end using an opinionated framework I made, which went on to be used by several E.A. titles.<p>* I was director of research for the first Internet Live Video Infrastructure provider. Wrote code that got patented, stewarded the patent process, produced live shows. This was '99.<p>* Worked in VFX on some milestone films, such as Chronicles of Narnia, both as a digital artist and as a financial analyst. Two Oscars were won during my time at R&H. I was doing an MBA at the same time my later period there. I wrote a production resources forecasting system that would be called a deep learning trained algorithm today, but I wrote it in 2001. Used on 9 major release features.<p>* I created, patented, and went bankrupt trying to commercialize what are now called <i>deep fakes</i>. I was too early, with a working patented system in '08. Financial crisis plus no one believed the tech was possible at that time, and those that did wanted to do porn, which I & my team refused to produce. That was hard, 'cause it worked, but humans are like cats...<p>* After that I was principal engineer on a globally leading enterprise FR system. Did that for 7 years to dig out of bankruptcy. That was stressful and I quit 1.5 years ago.<p>Yeah, I'm both lucky and overly ambitious. I'm currently taking a boatload of DL/ML & Docker/K8 classes, preparing to make something that combines my history and skills.