He joined in the peace negotiations leading to the Treaty of Vereeniging in 1902 concluding the Anglo-Boer War. After the war, Muller was the director of the South African Landbank founded in 1912. In 1914 he was involved in the Maritz Rebellion but also was a member of the Parliament of South Africa for a number of years.
