Sorry to hear that you are going through such a rough time.

Sometimes we can be doing everything right to get better, but the depression remains. During my worst episode I had to have ECT done. It worked better than any med I've been on but the side effects are undesirable. I would only recommend it as a last resort.
I hope that you are feeling better soon.