Click on the "My profile" link towards the top of each forum page and then on the left-hand side of the page you'll see something labeled "Edit Email & Password".
I know it's not intuitive(!) but one of the options you'll see under that link is "Edit Signature"
Hope that helps.
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MBA Prep School
San Francisco, CA