Wat about getting to know girls just like tat? "Hi, my name is ... and nice to meet you?" to girls whom you like but you dont know them at all? Like you always see them in the MRT train or at the bus-stop?
If you have seen her often enough, first start with a smile and then tell her that you have seen her often at the same place and then introduce yourself... then take it from there.