A dealer of air-conditioners permanently transfers an air conditioner from his stock in trade, for personal use at his residence. Will the transaction constitute a supply?

Yes. As per Sl. No.1 of Schedule-I, permanent transfer or disposal of business assets where input tax credit has been availed on such assets shall constitute a supply under GST even where no consideration is involved.