For low carb, use rutabaga instead of potato, and you can omit the soaking step.
Parboiling the cut potatoes before baking removes excess starch which can give them a mushy texture.
Placing the parboiled potatoes on a preheated baking sheet crisps the fries outer surfaces quickly so as the insides cook, it won't steam the outsides and make them soft.