Some thoughts - Mostly you will need advanced theme (or may use plugin etc.):
1. You may use user recent activity for this somehow. Traverse the recent post by this user and get category.
2. Perhaps use/set categories in cookies.
After you have the category, you can redirect/open that category.
Ofcourse you can modify the db, if you want to take that approach.