If it’s technically impossible today, could it be possible tomorrow? Unlikely, unless Apple drastically changes iOS.

If you need to use an Android app on an iPhone, you have three legitimate options. None involve a magical "converter."

You cannot run raw APKs on iOS, but you can run an inside iOS. This is complex and requires developer tools.