Member
Ayesha Khan
AI Researcher · M. H Saboo Siddik College of Engineering
India
Research Interests
Federated Learning Security
Byzantine-Robust Aggregation
Poisoning-Defense Audits
Adversarial Robustness
Multi-Agent Systems
Retrieval-Augmented Generation (RAG)
AI Agent taming
Machine Learning
Data Science
Mathematics
Biography
I'm an independent researcher and AI research consultant working on federated learning security, with a focus on Byzantine-robust aggregation and poisoning-defense audits. I hold a B.E. in Computer Engineering from M.H. Saboo Siddik College of Engineering, Mumbai. My work spans adversarial robustness in distributed learning and multi-agent systems, including a first-author publication at JICTASA 2026. I also consult on production RAG systems.
Education
B. E Computer Engineering
M. H Saboo Siddik College of Engineering
2023 – 2026
Qualifications
B.E. in Computer Engineering, M.H. Saboo Siddik College of Engineering, Mumbai