Nah, He SWT made it as such, that we'd know He SWT created it.
Btw, I don't think this universe is infinite.. I mean, take a database, where there is information, you'd normally, and understandibly ask "who put the information IN the database? Who coded the information?"
Similiarily I think with the creation, "Who initiated it? Who coded us?" etc.. to me it is logical that there is a Creator.
But to say the universe is infinite doesn't make sense. Cause any created being must have a beginning. Anything with a beginning must have an end.
I'd like to share an ayat:
“We will show them Our Signs in the universe, and in their own selves, until it becomes manifest to them that this (the Quran) is the truth”
[Fussilat 41:53].
The universe can not create itself. I believe it is Allah SWT that created it, as it sounds more rational....... And makes more sense.
We say Allah SWT is The Eternal, with no beginning or end, who created this universe. Which has a beginning.
May Allah SWT grant you guidance. Ameen. Read the Quran, it will make you think.