Similar problem.
One option is to wear your hijab as normal - something very subtle - similar colour.
Then carry the dupatta separately over both your arms - so it covers your back…
Know what I mean? Looks graceful without being too cumbersome to handle - which is a danger muhaja-babes face every day! 
Oh and the best part is it keeps your hands free 
