On what basis comes the conclusion that there is no architect behind it?

That’s a great point - if there are divine beings, they wouldn’t necessarily build the universe using a bunch of elves or something – better to spark a Big Bang with the right starting conditions and let everything develop from there. I think it’s more correct to say that evolution and modern physical cosmology provide an explanation of how and why the universe exists without necessarily needing divine intervention.