Designs mathematically efficient algorithms to solve computational problems in AI, systems, and engineering.

Develops mathematical techniques to secure information systems and analyse cryptographic protocols.

Develops optimization algorithms that enable efficient learning, resource allocation, and system control.

Develops mathematical frameworks that advance fundamental understanding of learning algorithms and their performance.