I am a PhD student at the School of Electronic Engineering and Computer Science (EECS), Queen Mary University of London (QMUL), supervised by Dr. Ahmed M. A. Sayed. My research looks at ethical behaviour in LLM-based autonomous agents, focusing on how to evaluate and judge agent actions across full multi-step trajectories.

I am also a Senior Research Associate at the Kuwait Institute for Scientific Research (KISR), Systems and Software Development Department, which sponsors my PhD. At KISR I have led applied AI projects with public-sector partners in Kuwait, including machine learning decision support for cybercrime investigations, prediction models for charitable organisations, and a genomic database for chicken breeds.

My background spans cybersecurity, machine learning and full-stack development. I have delivered penetration testing courses to criminal investigation officers and built production systems including TrustFlow, a mobile app that protects users from fraudulent websites.

Research Interests

• Safety and ethics of LLM-based agents
• LLM-as-a-judge and agent evaluation
• Multi-agent systems, cooperation and deception
• Machine learning for cybersecurity and fraud detection
• Interconnection Networks

Education

• PhD Computer Science, Queen Mary University of London (2026 to present)
• M.Sc. Computer Science, Kuwait University (2019)
• B.Sc. Computer Science, Gulf University for Science & Technology (2014)

Awards

• Unfunded Research Reward, Kuwait University (2024)