wait for me wait for someone/something

"Wait for me". "Wait" is intransitive: it doesn't need an object, which means you can simply write "I wait." If there is a thing or person involved in your waiting, you "wait for ____".

wait for sb/sth This is a pattern in english

"wait for me" is correct because "wait me" is wrong.