with the help of US industrial advisors who helped them set up factories / production lines.

https://www.youtube.com/watch?v=vrclztGCg6M is a decent watch, though really only tells the "US out produced everyone" part of the WWII story.

I recall seeing a better article that talked about WWII tank production but I can't find it right now.