 After demobilisation from the army in 1919, he attended Edinburgh College of Art as a full-time student.Geissler and William Gillies both graduated from ECA in June 1922.In 1923, Geissler, Gillies and William Crozier, having won scholarships, travelled to Paris to study with André Lhote.