You can never be sure with Latin names, but there doesn't seem to be any Saint or literary/historical character with that name (or Demicio), which makes me think it was invented. My guess is that it is a variation of Domicia (Latin:
Domitia), perhaps inspired by the names
Demi and
Demetria.