To peel the shrimp, hold it from underneath, insert a knife and run it down the back. Peel the shell from the flesh and remove to expose the vein. Remove the vein. Rinse with cold water.
To butterfly shrimp, put it on a flat surface and cut it deeper in the same place without cutting through completely.