I would not recommend using it on your face before doing a lot of research on it since the presence of chemicals can be bad.
I think you won't have any problem finding the baking soda as it is a very common and cheap ingredient. Ask for sodium bicarbonate to be more clear. I would also suggest you to stop using baking powder for your skin as it contains acid components and may cause too much dryness.