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About me

I am a senior Data Scientist in the UK National Health Service (NHS). I lead an analytical team at North Central London ICB. I have experience in patient safety, public health, statistical and machine learning models, clinical networks and acute trust informatics. I have led the Patient Safety Measure team at NHS England and the establishment of a data science team at Healthcare Evaluation Data (HED), a national NHS analytics service from University Hospitals Birmingham NHS Foundation Trust.

I completed my PhD in applied statistics and machine learning at UCL in 2020, focussing on methods for analysing incident reporting data in the NHS using multi-level models, Generalized Additive Models, tree and random forest methods and natural language processing (NLP). I also have a strong interest in training and teaching. I'm a senior fellow of the NHS-R community and member of their technical advisory group.

I’m particularly into R, but skilled in SQL and several other languages. Skilling up in Python at the moment.

Links

  • My personal website: Mainard.co.uk

  • If you are into R, or keen to join an analyst community:

  • Association of Professional Healthcare Analysts (Apha) - Join the community advocating for consistent and recognised professional standards in NHS analysis roles, with CPD, conferences, and regular APHA magazine. Register and get accredited. Apha Website

Chris Mainey's Projects

ambmodelopen icon ambmodelopen

Discrete Event Simulation in RSimmer of Ambulance Job Cycle Times

bsicb_interview icon bsicb_interview

This repo contains material for my interview for Birmingham and Solihull ICB.

cmutils icon cmutils

An R package for odds and ends that I find useful

conference_2020 icon conference_2020

This repository holds the content for the NHS-R Community conference, November 2020. Plenary session and lightning talk material will be shared in the relevant folders, and workshop details are below

gapminder icon gapminder

Excerpt from the Gapminder data, as an R data package and in plain text delimited form

ggplot2 icon ggplot2

An implementation of the Grammar of Graphics in R

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