I used to have this joke(?) with my friends: remember Mark Twain's "A Connecticut Yankee in King's Arthur Court"? The titular Yankee basically upends the (faux) medieval society he gets transported to, "inventing" all sorts of technological miracles.
Well, I'm a software developer but don't come from an engineering background (I mean actual engineering, not programming). I don't even understand how electricity or the telephone work (I mean, old fashioned telephones, let alone current mobile networks). If I was transported to 2 or 3 centuries to the past, I wouldn't be able to explain modern technology to other people, let alone actually build it.
I sort of understand how steam machines work, and I could "invent" the printing press. I guess. But anything related to circuitry, electricity, chemistry, engineering of any sort, I wouldn't be able to even begin explaining them to King Arthur.
My introduction to the knights of the round table would go something like this:
"We are questing for the Holy Grail, oh noble stranger from a far away land! How can you help?"
"Depends, which version of Python are you running?"