Projects
Predicting blood glucose using wearables and meal logs
- A first-of-its-kind machine learning algorithm for modelling blood glucose levels (proprietary) for personalised nutrition company ZOE
- Submitted for UCL Machine Learning MSc thesis and Awarded Distinction
Predicting sleep stage
- Prediction of sleep stage using time series data from proprietary sleep measuring device for venture-backed sleep start-up
Predicting clinical deterioration in people receiving home care
- Risk stratification and action recommendation for people receiving home care for Cera Care
- Key factor in subsequent £54m Series B funding round
Is AI better than doctors?
- Systematic review of papers comparing artificial intelligence and clinicians
- Published in BMJ, helped lead to subsequent CONSORT and SPIRIT AI guidelines