Kjeldgaard is a surname. Notable people with the surname include:

Brock Kjeldgaard (born 1986), Canadian baseball player Claus Kjeldgaard (born 1986), Danish handballer Jacob Kjeldgaard (1884–1964), Danish photographer and journalist

See also Nadia Kjældgaard (born 1978), Danish soccer player