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Rabih Zbib began their work experience as a Research Scientist at Telcordia Technologies in July 2000, where they worked until February 2005. Rabih then worked at MIT as a Research Assistant from 2005 until October 2010. Following this, Rabih joined BBN Technologies, starting as a Research Scientist I in October 2010 and progressing to Senior Research Scientist in October 2014. Rabih worked at BBN Technologies until October 2019. Currently, they serve as the Director of Natural Language Processing & Machine Learning at Avature since October 2019.

Rabih Zbib completed their BEng in Computer and Communications Engineering at the American University of Beirut from 1992 to 1996. Rabih then pursued their Master of Science (MS) at the Massachusetts Institute of Technology from 1997 to 1999. Later, Rabih Zbib obtained their PhD from the Massachusetts Institute of Technology from 2005 to 2010.