You can remember the meaning of 完美 with this easy mnemonic:
Have my makeup done down my cheeks to here (完), that'll make me beautiful (美) and perfect.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.