I don't see why not. Make sure you don't just run up to a random girl and touch her. You need to build a steady relationship and then when you are both ready, go right ahead.
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Uninvited sexual contact can result in embarrassment or even criminal charges. It is best to allow the woman to make some overt sign that she wishes you to touch her (anywhere).