I Lost Him Years Ago… We Looked Identical. Can DNA Help Me Find Him?

Is it possible to do a DNA test to find someone you once met and felt a deep connection with? We looked almost identical, and I’ve always wondered if he could be my twin flame. I lost contact with him years ago, but I know he’s a musician. Could DNA help me identify who he is and possibly find him again? I hope to get your advice