I used to be like that.
You need to train your brain to remember things.
Mediation might help, training your brain to focus.
I trained my brain by spending a few minutes at the end of each task trying to remember the list of things I have to do.
I also used an outlook task list to help trigger it. But after a while you can remember most things.