You don't want to gain weight.

What your plan should be is to gain strength not weight.

You are naturally that weight unless of course you have been sick and lost weight in the past and just have yet to gain it back.

Assuming that is your natural weight. Strengthen your body and gain speed. Stay away from heavy weight lifting.