Yes I have the same problem during the whole time I'm sewing due to the amount of spray starch I use. I use a product from Bath and Body Works called "Look Ma New Hands" it only takes a very small amount and you do need to give it time to absorb. My fingers are the worst when I'm sewing on binding. Also there's a product called Udder Cream that works wonders. It can be found in drugstores and Walmart.