32-G484 (Stata Center)

32 Vassar Street

Cambridge, MA 02142

I am a Ph.D. student in Electrical Engineering and Computer Science at MIT, and am a member of the CSAIL and NLP research groups. I am advised by Professor Regina Barzilay.

My current research interests are in developing methods for quantifying uncertainty and improving robustness in ML models. The ability to provide precise performance guarantees while handling challenging and realistic scenarios is critical to reliable, consequential-decision making. I also work on few-shot learning with pre-trained language models, as well as machine reading of unstructured text for automatic question answering, particularly at large scales.

Before coming to MIT, I worked as a research engineer at Facebook AI Research in New York. Before that, I graduated with a degree in Mechanical Engineering from Princeton University in 2015.