Ongoing
AI-assisted hardware design and verification
Research on hardware design and verification using LLMs and AI agents.
- Current status
- Ongoing collaborative research.
Research
Hardware security & verification.
My PhD at the University of Delaware focuses on hardware security, informed by experience in hardware verification and computer architecture.
Hardware security
My PhD in Electrical and Computer Engineering at the University of Delaware focuses on hardware security under the guidance of Prof. Satwik Patnaik. I am a Graduate Research Assistant in the Department of ECE, building on a foundation in hardware design, pre-silicon verification, and computer architecture.
Hardware design & verification
My ongoing research explores hardware design and verification using LLMs and AI agents. My prior work at Intel covered pre-silicon verification of GPUs, including Xe-Core ray tracing and texture sampling features, UVM-based validation, coverage closure, and regression debugging.
Architecture & performance
My research includes machine learning for GPU basic block execution counts, reuse-distance and memory tracing tools for PPT-GPU, and CPI breakdown analysis for IBM Power9. This work draws on collaborations with Los Alamos National Laboratory and Sandia National Laboratories.
Embedded & connected systems
My earlier work explored secure IoT automation, embedded systems, and digital design. Projects include MQTT-based offline automation, a cache simulator, and a simulated 8-bit computer.