Hello! I’m a PhD student in EECS at UC Berkeley, advised by Murat Arcak. My primary research interests are in the application of machine learning to control, with an emphasis on safety, particularly under uncertainty.

See my CV!

Ongoing Work

• Verification of local dissipativity and robustness properties of systems involving neural networks

• Tighter bounds on model uncertainties and nonlinearities

• Faster constrained neural network training