@qrt’s suggestion is definitely the way to go (just make sure it is case sensitive otherwise any files with “rr” in them might also be renamed).
There is a macro I wrote long ago to batch rename files:
And it could easily be extended to go down nested folders, but when the Finder’s batch rename works, that is definitely the way to go.