I am a PhD candidate in Computer Science at the University of Illinois at Urbana-Champaign, advised by Ravishankar K. Iyer. I am affiliated with the DEPEND research group at the Coordinated Science Laboratory. My research aims to improve the performance, resilience, and ease of management of large-scale heterogeneous computer systems.

I am particularly interested applying machine learning to challenging problems within the design and management of computer systems. My research has demonstrated the application of domain-knowledge (i.e., knowledge about software and hardware architecture) as an inductive bias to ML techniques to solve a variety of systems problems, including heterogeneous resource management, distributed failure detection, and resilience assessment.

In past summers I have interned at IBM Research, Microsoft Research, and CERN.

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