A lesbian. Similar to the term ass bandit for homosexuals.
Tom: "Do you know that girl?"

Mary: "Yeah, she's mad cool...and a lesbian"

Tom: "She's a poon bandit?"

Mary: "Yeah man, she loves poon"
by Mike the LCB November 30, 2011
Get the Poon Bandit mug.