Born in Prague in 1823, Leopold Eidlitz was educated at the Polytechnic in Vienna and later taught at the Academy of Fine Arts in Berlin. He emigrated to New York in 1843, and entered the offices of Richard Upjohn in New York City. He later collaborated with H.H. Richardson and Frederick Law Olmsted in Albany, New York.