My timeline for a duplex:
Purchase house on 3 month settlement
3 months for plans to be drawn up, decide on finishes and obtain building contract ie upon settlement.
3 months to prepare DA.
Anywhere from 6 weeks to 4 months in Council awaiting approval depending on extent of complying...