You can remember the meaning of 坏人 with this easy mnemonic:
You are a bad (坏) man (人)! How did you turn out to be such a bad person?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.