Tsaldaris was born in 1868 in Kamari, near Corinth in the Peloponnese.
In 1919, Tsaldaris married the daughter of the university professor (and later Prime Minister of Greece) Spyridon Lambrou, Lina Tsaldaris, who stood by him during all his life and remained politically active, even after her husband's death.