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