There's a big difference between build-time and runtime dependencies. It doesn't matter what you use in your build environment, so yes, I do use TypeScript in my own web projects. It does matter a lot what you leave in your final product, so I'm never using react or any other JS frameworks.

I also use Java for my backend because not having to manage memory manually is worth of the small performance tradeoff.