Tony was a graduate student in the Center for Computational Science and Engineering at MIT. He was a part of the Mechatronics Research Lab and advised by Professor Kamal Youcef-Toumi.

Prior to joining MIT, he earned is Bachelor of Engineering in Electrical and Computer Engineering from the American University of Beirut.

His research is in Machine Learning and Statistics, focusing on Symbolic Regression, and its application to density estimation and inverse problems.