Shaykh Mohammad Talha was born and raised in New York. Following his preliminary studies under Mufti Khalid Shahnagri and Maulana Rezaul Qadeer, he enrolled in the ‘Ālimiyyah (Master’s in Islamic Studies) at Darul Uloom New York, where he completed his formal education.