Different strategies that can be used in treatment resistant depression are:
1. combining two antidepressants( which has already been tried in your case)
2. Augmenting -with lithium, thyroxine etc which has not been tried
3. Somatic treatments like ECT/ rTMS
4. Combining medications with psychotherapy
Next Steps
Please discuss the above options with your treating psychiatrist