Yes, you can shoot your (heavy) weapons after advancing without penalty.
Faithful Advance
Models in this unit do not suffer the penalty for moving and firing Heavy weapons.
ARGENT SHROUD: DEEDS, NOT WORDS
When a unit with this conviction Advances, it can fire ranged weapons as if it had moved without Advancing.