RESEARCH & ENQUIRY

Experties

Research across explainable AI, language understanding, and the practical applications of machine learning.

01

Explanations that support trust

Trustworthy AI & healthcare

Developing explainable and trustworthy AI for breast cancer classification in low-resource healthcare, alongside research on AI trust frameworks.

Explainable AI / Clinical trust / Healthcare

02

Language, meaning & context

Natural language processing

Investigating sarcasm, sentiment, hate speech, and opinion mining through contextual features, feature fusion, and language models.

Sarcasm detection / Text classification / BERT

03

Learning from complex data

Machine learning & applications

Exploring deep learning, feature selection, and intelligent applications in education, agriculture, cybersecurity, and accessible technology.

Deep learning / Feature engineering / Accessibility

CURRENT RESEARCH

Research projects and collaborations

Current work includes explainable AI for breast cancer classification and AI-driven technologies for persons with disabilities. Details of research funding, grants, and fellowship experience are collected under Projects & Awards.

Projects, grants, and fellowships

AREAS OF SPECIALISATION

Artificial intelligenceMachine learningDeep learningNatural language processingMobile computingBig data analyticsInformation systems
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