when you installed the new pads, did you by chance do a full flush of fluid and use someone pushing on the pedal and someone else bleeding the wheels?
odds are good that the pedal pusher, pushed it right into a rough spot on the MC and damaged the piston seal.
this is if you are not low on fluid in the MC. if you are, obviously, start filling it and looking for the leak!