Yes, currency conversion is available at Leh. You need to get in touch with the locals in order to get your currency converted. Leh has ATMs of SBI, AXIS, HDFC, J&K etc. But it is highly recommended to get the currency converted on arrival at Delhi airport itself and carry sufficient cash with you.