You can remember the meaning of 深刻 with this easy mnemonic:
I have a very profound and deep (深) memory stuck in my head of a beautiful carving (刻) I saw when I was young.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.