In 1920, Siddiqui proceeded to University College London to study medicine. However, after one year of pre-medical studies, he moved to Frankfurt University in 1921 to study chemistry. In 1924, he married his German classmate, Ethel Wilhelmina Schneeman.
Siddiqui's academic journey involved a transition from medicine to chemistry and his marriage to his German classmate in 1924.