Projects

• Silent Data Corruption
  Google, 2021–2026 Characterizing, detecting, and driving down silicon defects across CPUs, TPUs, GPUs, and NICs in Google’s datacenters.

• Intelligence-Augmented Computer Systems
  University of Illinois at Urbana-Champaign, 2014–2021 Hybrid Bayesian–deep learning controllers and custom accelerators for managing heterogeneous computer systems.

• Autonomous Vehicle Resilience
  University of Illinois at Urbana-Champaign, 2017–2020 Causal Bayesian fault injection, field-data analytics, and adversarial testing for autonomous vehicles.

• Grid Security & Scientific Computing at CERN
  CERN, 2010–2012 Zero-trust grid storage authorization for ALICE and correlated Monte Carlo sampling for neutron transport.