Medical Doctor · Cambridge PhD · Clinical Engineer

Clinical AI for the real world.

I’m a medical doctor with a PhD from Cambridge, working as an AI engineer, translating technology into clinical practice.

Patient access

The digital front door.

I helped build Anima’s dynamic questionnaire engine — used by more than 10 million people to ask their GP for help, including over the phone, on the web and through the NHS App.

Contribution

Built Anima’s patient experience.

Reach

More than 10 million people.

Clinical prioritisation

The right care, faster.

I helped build Smart Triage, turning each patient request into a clinically safe urgency signal and routing it to the right clinical or administrative team.

Prioritise

Urgent patients surface first.

Route

Each request reaches the right team.

Outcome

In one ICB rollout, 80.4% were actioned the same day and 72.1% resolved without a GP.

Document automation

Information becomes action.

I helped build Anima Documents: AI that matches patients, summarises clinical letters, suggests codes, and creates follow-up tasks. It processes millions of documents across 25% of UK GP practices.

Scale

Millions of clinical documents.

Reach

25% of UK GP practices.

Action

Patient matching, summaries, coding, and tasks.

Clinical infrastructure

Built into the workflow.

I built Anima’s EMIS Web and SystmOne integrations, connecting Requests, Smart Triage, and Documents to the patient record.

Research foundations

From cells to systems.

My work spans biomedical machine learning, genomics, and clinical trials—from analysing genomic data for Nature Methods to platelet research in Blood and clinical-trial research in Nature Communications.

Publish

Nature Methods, Nature Communications, and Blood.

Author

Books on machine learning in healthcare for Elsevier.

Present

A billion-compound AI model at NVIDIA GTC.

Across the whole stack

See my work.

Explore the peer-reviewed research, open-source software, and clinical systems I’ve helped take from idea to real-world deployment.