Work / Research
Research, Publications & Conferences
Peer-reviewed research on accessibility and inclusive interface design, alongside the conferences where findings and ideas have been shared.
Published research
AI-Powered Accessibility: Evaluating the Role of Machine Learning in Inclusive User Interface Design
A study evaluating how machine learning can support more inclusive user interface design, with a user study measuring task time, success rate and perceived readability.
First and corresponding authorAI-Enhanced Color Contrast Checker for WCAG Oriented Real-Time Accessibility Evaluation
Peer-reviewed IEEE research on AI-supported, WCAG-oriented real-time colour contrast evaluation.
First authorDanish's paper presentations
Research papers presented at conferences.
Conference talks, posters and online sessions where Danish presented findings from his published IEEE and Springer research.
Research presentation
28th International Conference on Human-Computer Interaction (HCII 2026)
Montreal Convention Centre, Montreal, Canada
I presented my first and corresponding-author Springer research remotely at the 28th International Conference on Human-Computer Interaction. The study explored AI-supported inclusive interface design and its impact on usability and readability.
Research presentation
International Conference on AI Innovations and Industry (ICAIII 2026)
Jeddah International College, Jeddah, Saudi Arabia
I presented my first-author IEEE research remotely at ICAIII 2026 on AI-supported WCAG colour contrast evaluation. The work focused on helping designers move from contrast detection towards accessible colour alternatives.
Research presentation
2nd QAHE Global Connect Academic Research Conference
Louisa Ryland House, Newhall Street, Birmingham, United Kingdom
I presented my Springer accessibility research through both stage and poster sessions to academics, researchers and professionals in Birmingham. The session focused on how machine learning can support more inclusive user interfaces.
Keep exploring
Research put into practice.
Discover the accessibility tools and digital products connected to these studies.