According to his IS biography, he was descended from the Quraysh. Biographical writings by his son, also a jihadist, state that al-Qaduli enrolled in the Iraqi army after completing his studies in sharia at an institute of Tel Afar, fighting in the Iran-Iraq war as a private. During this period, he obtained a degree in Islamic studies at the University of Baghdad in 1982.