There are not that many countries left with a nominal 220VAC. Sure it's not 230VAC? 
But that cap should go on the output of the converter aka on the 5VDC side. A 10V 1000uF should be fine. And for safety, use a old (but preferably from a good brand) USB charger. Saves the hassle and is safe 