Will going on a low-carbohydrate diet help me lose weight faster?

Not necessarily. You need to restrict caloric intake and exercise to burn more calories to lose weight. Low carbohydrate diet is marginally better, but you can gain weight on a low carbohydrate diet if you eat fats and proteins in an amount that more than makes up for the carbohydrate deficit.