The target of the shooting is believed to have moved out of the house several months ago,police said.
The 36-year-old woman was walking home from work when the man allegedly grabbed her from behind and pushed her into a garage door in Neutral Bay.
A 143.9m,38-storey building featuring a 120-room hotel is planned for the former Sydney home of Angus and Malcolm Young,which was knocked down in December.