Betel Box Tours hosts a walking tour that takes you through an HDB out in Joo Chiat and around some great local restaurants. I went on this tour a year ago and thought the guide was fantastic, covering lots of information about daily life in Singapore.
http://www.betelboxtours.com/tour-de...tong-food-walk