02 rattling underneath on start up

My 02 when starting in the morning has a loud rattling noise after starting up it sounds to be coming from underneath the passenger side front by the door.
It sounds like heat shield but not sure if anyone else had this happen and found what it could be? The noise goes away after a few minutes of driving.