After final sanding, paste wax and light buff. Repeat as necessary to get the finish you want.
If you want a dark handle (buffing will darken it some) you can dye the leather bits before assembly or you can stain after with leather dye, coffee, etc. if you want a little light/dark action. Then paste wax and buff.
Others may have better ideas but that’s how I do it.