Police are appealing for public assistance to help locate Caileigh Toupin.
The 20-year-old woman is wanted on warrant for failing to attend court on a drug-related matter.
Toupin is about 165cm tall, with a solid build, has brown eyes and black hair.
She is known to frequent the Bulleen and Gisborne areas.
Investigators have released an image of Toupin in the hope that someone may have information on her current whereabouts.
Anyone who sights Toupin or has information about her whereabouts is urged to contact Crime Stoppers on 1800 333 000 or make a confidential report at www.crimestoppersvic.com.au