She also teaches Facebook employees how to make product decisions and trouble shoot live systems issues by asking questions, running experiments, and using data tools to collect and analyze the data. Her previous work includes database algorithms, distributed systems performance, and web exploration at Stanford University, DEC, Compaq, and HP. She earned a PhD in databases from the U. of Wisconsin-Madison in 1995 and a BA from Williams College in 1989.