I am a final-year Ph.D. candidate in Computer Science and Engineering at the University of California, Irvine.
My research focuses on developing innovative methods that enable computer systems to learn from diverse types of data while ensuring efficiency, privacy, and security.
My interest lies in the application of zero-knowledge proofs, which I explore in various contexts such as blockchain, Web3, databases, IoT, and distributed systems.
In addition to my work on zero-knowledge proofs, I design advanced machine learning algorithms aimed at learning from complex data structures.
This includes applications in knowledge graphs, natural language understanding, multi-modal learning, generative AI and LLMs.
My goal is to push the boundaries of what is possible in these fields, contributing to the development of more efficient, secure and intelligent systems.
Office Lab: DBH-2081
Advisor:
Faisal Nawab