Wellcome Research Fellow

• Aug 2021 - Present

Clinician academic in health data and responsible AI • Evaluating impact and fairness of predictive models deployed in NHS • Developing representation learning methods for fair prediction • PhD candidate in data-centric artificial intelligence Clinician academic in health data and responsible AI • Evaluating impact and fairness of predictive models deployed in NHS • Developing representation learning methods for fair prediction • PhD candidate in data-centric artificial intelligence

Population Health AI Platform Owner

• Feb 2022 - Present

Secondment to develop population health AI platform for 2 million patients in NEL ICB (Snowflake / Dataiku) • Designing and executing implementation strategy • Delivering successful MVP to secure operational funding • Building models for demand forecasting, case-finding, and personalised risk prediction

Clinical Data Scientist

• Aug 2016 - Feb 2022

Building data and AI capabilities for SE/NE London Trusts • Led development of national COVID-19 critical care referrals database for >100 hospitals, deploying ML for phenotyping and stratification • Co-PI for largest (to date) RWE study of ECMO life support as an intervention • Linking multi-site EHR into common data model to support pathway analytics and research

Intensive Care Specialty Doctor (ECMO)

• Aug 2019 - Jul 2023

Senior fellowship in severe respiratory failure, conducting nationwide retrievals of critically unwell COVID-19 patients throughout pandemic on emergency heart lung bypass (ECMO). Senior fellowship in severe respiratory failure, conducting nationwide retrievals of critically unwell COVID-19 patients throughout pandemic on emergency heart lung bypass (ECMO).

Intensive Care Specialty Doctor

• Aug 2017 - Jul 2019

Specialty training in Intensive Care Medicine with team leadership and major trauma experience, including major incident response.

Internal Medicine Doctor

• Aug 2014 - Jul 2017

Internal medicine training achieving Membership of Royal College of Physicians, and fellowship year in intensive care.

Foundation Doctor

• Aug 2012 - Jul 2014