I wrote a JS library and blog post about mapping latitude and longitude to country, state, and city with a small, in-memory lookup. It was fun to build! My startup was paying a lot of money to Google's reverse geocoding API.

Blog post: https://austinhenley.com/blog/coord2state.html

HN discussion: https://news.ycombinator.com/item?id=44175356