Golden Mile Food Centre along Beach Road
Albert Centre in the Bugis Area.
Google them if you want more information about the food offerings.
I used to walk to reach them around the area but you can try buses/grab to reach them in case of foul weather as it is not sheltered especially for Golden Mile.
Just remember to clear the tray (like fastfood) if eating at Hawker Centres unless you order a steamboat.