Exactly self employed is rather the right term. Although on paper I was unemployed. It is kind of like private wealth management. You could argue that someone just lives from his portfolio. Although in my case it was an active battle ; )
You can totally say self employed. Especially if you were filing taxes with positive income after expenses, you weren’t unemployed.