Overcooking any custard will amplify the eggy flavor. If the internal temperature goes above 175°, there may be more of an eggy or sulphuric taste.
Make sure to remove them from the oven when the very center of the custards still have a slight jiggle. There will be carryover cooking time from the residual heat from the ramekins to finish the job.