I agree with Steve. April – May is usually the strongest and most persistent southeasterlies. They start to drop off a little in June, when the north and northwest afternoon sea breezes start up with some consistency. You can just about rely on getting several days in a row of calm weather from July to Sept. But you can also get days on end of 25 knot easterlies. First week in Sept is usually my time to turn around and head to the air-conditioning in Darwin, as it starts to get hot and muggy.
If you want to see the creeks and waterfalls running, you need to be out there as early as possible in the season. They start to dry up late May/June and can often be down to a trickle by late June.
Cheers Ross