Police are appealing for public assistance to help locate Joseph Edwards.
The 31-year-old is wanted on warrant in relation to weapons offences.
Edwards is described as Caucasian, with a medium build, green eyes, bald, and has a tanned complexion.
He is known to frequent the north western suburbs of Melbourne.
Investigators have released an image of Edwards in the hope someone may have information on his current whereabouts.
Anyone with information about Edwards or his current whereabouts is urged to contact Crime Stoppers on 1800 333 000 or make a confidential report at www.crimestoppersvic.com.au.