The timer starts as soon as you load onto the Liberty Island dock. The timer is real time so it runs even when the game is closed. So if you start playing at 15:00 on a Saturday you have to beat it before 15:00 on Sunday.
Obviously invest in the regeneration and speed enhancement augmentations in order to be faster and prevent losing time from dying.