Combine espresso, bourbon, syrup, and bitters in a shaker and fill with ice. Stir with a bar spoon for 30 seconds and strain into a rocks glass filled with ice.
Twist peel over the drink and rub around the rim of the glass. Garnish with orange peel, optional.