The Scottish Fire and Rescue Service was alerted to the blaze in the ground floor flat in Alpha Drive at about midnight.
The 26-year-old was given oxygen at the scene.
The fire is understood to have broken out in the kitchen of the property.
A man has been rescued from a fire in a flat in Glenrothes in Fife.