It is possible to use it that way, I suppose, where moreover = also , but usually 'moreover' suggests some further extreme: I like sushi. Moreover, I like fugu. I like sushi.
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.