Hi ladies,
One other suggestion is Singapore Poly Graduates Guild. Based on my understanding, seems like for birthday parties and all, you do not need to be a member. The venue is actually quite nice. As for how much it costs, I think it should be about $20 onwards, depending on budget. Hope this helps.