Biography
I am an assistant professor in
the Computer Science department at
Rensselaer Polytechnic
Institute. Prior to that, I was a postdoctoral
fellow at the University of Pennsylvania, where I
worked with
Dr. George Pappas and
Dr. Rajeev Alur.
I received the B.A. degree with a double major in
Computer Science and Mathematical Economics
from Colgate University in 2011. I
defended my PhD dissertation in 2017 at
the University of Pennsylvania under
the supervision of
Dr. Insup Lee and
Dr. James Weimer.
Research Interests
My research lies broadly
in the field of safe and secure autonomy. The natural
application domains of my work are safety-critical
cyber-physical systems (CPS) such as automotive and
medical CPS. I work both on design-time and run-time
approaches to analyze the safety of these systems. My
contributions include a verification technique for
autonomous systems with neural network components
(check out our tool
Verisig!) as well as resilient and
parameter-invariant detection techniques for sensor
attacks and other unsafe events (e.g., oxygen
desaturation).
The fields relevant to my research are cyber-physical
systems, formal methods, machine learning, control
theory and sensor fusion.