She obtained her Ph.D in Geological Engineering from the University of Minnesota in 1999. She then worked as a senior engineer in Schlumberger Oilfield Services in Sugar Land, TX from 2000 to 2006 before she joined the faculty in Georgia Tech in 2007. Dr. Huang is a recipient of the NSF CAREER award in 2011.