I cannot think of one reason why you could not. Silk is strong and if you make small stitches, they practically disappear. I LOVE it for hand applique..I use straw needles. They are long and very thin. I do have to thread them before dark, so I thread 4 of 5. When those are done, I'm finished for the night! Darn trifocals!