Rangachari was born in a Vaishnavite Brahmin family of Sarukkai near Kumbakonam on 28 April 1882.
At the encouragement of two European surgeons Nibblock and Gifford, Rangachari joined the Madras Medical College in 1900 graduating in 1904.