This is my self designed roller blind drive with NEMA17 stepper motor. There is belt drive with 1:2,5 ratio, and mechanism is mounted directly to the blind on opposite side to the manual drive. I suppose that your roller blinds are different but maybe in some part this project will be usable for you.
Few details:
Have fun! I am giving here also Fusion360 files so you can modify this as you want.
Electronics for this is under construction so project here will be updated with this in near future.
The author marked this model as their own original creation.