/Research

Research

This page lists my research activities, including my research interests, my current and previous research involvement. I have also included the students supervision I have been involved with and the other projects I have worked on.

Research Interests

My principle research interests are in the field of data science including (but not limited to):

  • Data Mining and Machine Learning
  • Social Media Analysis
  • High Performance Computing
  • Personalised healthcare and precision medicine

Current Research

Diabetic Complications in a Large Population Based Study

This study looked at diabetic complications in a large population with a particular focus on the Under diagnosis of diabetic neuropathy.

Individualised risk-based Screening for Diabetic Retinopathy (ISDR)

Clinical trial to study Individualised risk-based Screening for Diabetic Retinopathy (ISDR) funded by the National Institute for Health Research (NIHR).

Personalised music selections effecting emotion and mood

Research project which involved development of client and server applications to curate personalised music playlists based on predictive computational models.

 

Previous Research

Healthcare Data Integration Problem

Research concerned with processing big data from the NHS healthcare environment focusing on techniques in the areas of High Performance Computing and Computational Optimisation.

Brand Reputation Mining

Knowledge Transfer Partnership (KTP) project funded by Innovate UK (formally Technology Strategy Board (TSB)) in collaboration with the University of Liverpool’s Department of Computer Science and an industry partner in the field of digital marketing.

Website boundary detection via machine learning

EPSRC studentship funded PhD research.

Bayesian techniques for website boundary detection

This work was developed as the dissertation project for my MSc in Advanced Computer Science.
The research involved developing Bayesian techniques for website boundary detection.

Advanced interfaces to search services

This work was developed as the dissertation project for my BSc in Internet Computing. The research involved developing advanced client side interfaces to search services.

 

Development Projects

This section highlights some other project I have worked on which have a stronger focus on software development and deployment in real-world environments. A full list of project can be found here.

Grants / Funding

 

Student Supervision

 

Outreach

This section lists the activities I have been involved in to disseminate my research or provide knowledge exchange using the skills I have developed in my career.
You can also check the events page to read more details how I have been involved in various outreach activities such as seminars and groups.