Fátima Madrid Calancha[a] (born 28 December 1979)[1] is a coach and a former freestyle swimmer from Spain.

Madrid competed for Spain at the 1996 Summer Olympics in Atlanta, Georgia.

She was eliminated in the qualifying heats of the 4 × 100 m Freestyle Relay with her teammates Blanca Cerón, Susanna Garabatos and Claudia Franco.

A year later, the Spanish relay team including Cerón, Madrid, Ana Belén Palomo and Franco finished first at the Mediterranean Games.

In 2000, she started a new career as a personal coach and, in 2010, she published a book on health and prevention.