Consulting & Training

Practical expertise for your clinical AI project.

I help research and industry teams design studies, work with clinical and imaging data, evaluate AI models and build practical skills. Bring a specific question, an existing project or a training need.

Research consulting · AI evaluation · Team training

How I can help

Specialist support, scoped to your needs.

Choose the support that fits your next step. Each engagement starts with an agreed scope and deliverables.

Research consulting

Design & deliver your study

For teams seeking support with a clinical or imaging research project, from study planning and data workflows to analysis and reporting.

  • Study design and analysis planning
  • Clinical and imaging data workflows
  • Evaluation, interpretation and scientific reporting

Possible deliverables

A study plan, documented data or analysis workflow, or research report, depending on the agreed scope.

Discuss a research project ↗

Industry consulting

Understand model performance

For teams that need a clearer view of how a clinical or imaging AI model performs, where it fails and what to evaluate next.

  • Evaluation design and data quality review
  • Validation across datasets and imaging sites
  • Error analysis and performance reporting

Possible deliverables

An evaluation plan or performance review with limitations and recommended next steps.

Discuss an AI evaluation ↗

Teaching & workshops

Build your team’s AI skills

For organisations and educators seeking practical training matched to their audience and learning goals.

  • Medical imaging and machine learning foundations
  • Critical appraisal of clinical AI studies
  • Hands-on analysis and reproducible workflows

Possible deliverables

A tailored session or workshop, supported by learning materials and practical examples.

Discuss team training ↗

Available to deliver

Clinical AI course

I have developed this course to help participants understand, evaluate and apply AI in clinical research, using examples from medical imaging.

Available to deliver to your team or organisation. Get in touch to discuss your audience, learning priorities, preferred format and dates.

Let’s talk

What are you working on?

A short outline is enough to begin: your goal, the support you need, and your preferred timeframe. I’ll use it to discuss whether the project is a good fit.

Send a project enquiry