The Killer Next Door

A romance story between Yun Je, a timid part-timer who is afraid of guns and swords and kills people in outrageous ways, and Jin Hyeok, a former superstar baseball player who has been saving Yun Je's targets for some time.

(Source: Korean = NamuWiki || Translation = MyDramaList)