What matters at the end of the day is wether you truly care for each other and wether you’re both happy. There’s a possibility that it would work out and a possibility that it wouldn’t. Your romantic partner doesn’t necessarily need to meet all your needs, intellectualy or otherwise.
Seeing as you don’t have any relationship experience I say go for it. There’s no harm in taking someone on a date. In fact that’s the point of going on dates, to know people better so you can decide if you want to pursue a relationship.