Replying to you and vorpalhex at the same time. I can see memorizing multiplication tables for 2-digit numbers * 1 digit numbers, (0-99 * 0-9).

I am unsure about chunking for random large numbers though. Mnemonic champions chunk very large numbers (I don't have sources on hand), but normal people generally don't.