Fill glass with ice cubes. In a cocktail shaker, put 3-4 ice cubes, add both ingredients and shake for 8-10 seconds. Strain the drink into the ice-filled glass. Drop in the lemon peel. Spear the olive on a stirrer and place across the rim of the glass.