Huang was born in 1982 in Washington, D.C. to immigrant parents from Taiwan. He was raised in Orlando, Florida, where his father managed a successful group of steak and seafood restaurants. Huang identified with African-American culture, especially hip-hop, at a young age. He attended The University of Pittsburgh, Rollins College and graduated with a B.A. He earned a J.D. from Cardozo School of Law.
Not long after graduating from law school, Huang decided for a career change. After being laid off from a New York law firm, Huang worked as a stand-up comic and as a marijuana dealer.
In December 2009, he opened BaoHaus, a Taiwanese bun shop, on the Lower East Side of New York. His straightforward menu consists of pillowy steamed buns filled with a flavorful protein of choice, cilantro, crushed peanuts and Taiwanese red sugar, and sweet bao fries.
He hosted Cheap Bites on the Cooking Channel the end of 2011 and also appeared on several episodes of Unique Eats before leaving the Cooking Channel for Vice where he hosts a recurring segment, also called "Fresh Off the Boat". Also in 2012, Huang was named a 2013 TED Fellow. In 2011 he made the Chow 13 and was voted one of the 101 People You Must Meet in 2011 by Town and County Magazine.