In a medium sauce pan, over medium-high heat, combine ginger, sugar, and water, stirring occasionally until sugar is completely dissolved. Remove from heat and allow ginger to infuse until syrup is completely cool. Strain out ginger using cheese cloth or a fine strainer. Store in an air-tight container and refrigerate.