I built Facebook from scratch! I wanted to learn to build a scalable cloud application and built Pennbook, a social media site for students at the University of Pennsylvania.
It has all major functionality from friends, network visualizer, personalized news recommendations, live chat, video chat and more!
Look at the docs here!