The Scary One, The Ghost and I(2010)

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Kang Doo-Sub (Lee Won-Jong) is a gangster and people are afraid of him. One day, he finds a female high school student ghost looking at him. He freaks out and tries to get rid of the ghost, but, no matter what, the ghost is still there. Kang Doo-Sub turns to a private detective.