If you have an experience or a qualification under your belt, you have completed it successfully, and it may be useful to you in the future.
Some Excerpts:
From TV shows, movies and novels
The Bold and the Beautiful
John McCook(Eric Forrester) used the phrase “under your belt” while talking to Ashley Jones (Bridget Forrester) in the popular TV show [...]