プロフィール詳細

プロジェクトを作成

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Dr. Jeff R.に依頼

United Kingdom

Health Data Scientist | expert analysis (statistics/ML) of big linked data and communication of results to stakeholders

プロフィール概要

I am an applied mathematician and a multi-disciplinarian by education, training and trade; fundamentally I am good at and love solving problems. By this statement, I mean that I have spent the majority of my academic and professional career using mathematical modelling techniques of various descriptions to a number of different applications in a diverse selection of fields. I am experienced in the analytical and numerical solutions to PDEs in order to simulate physical phenomena. I have written simulation programmes from first principles in order to understand the complex gas and surface phase chemical interactions in synthetic diamond production. I have extensively used molecular modelling techniques, both quantum and classical, to elucidate reaction mechanisms in diamond growth. All of this simulation was done with the goal of making predictions in the real physical world. After my first stint in academia I moved to Data Science in the insurance industry where I used my analytical mind set, knowledge of statistics, research skills and an ability to learn quickly to find improvements in business processes and pricing structures using all of the company data I had available. I have since taken my data science skills to health sector where I manage the data management, provision, and analysis capabilities of a charity that specialises in online self-reported health outcomes. I conduct a research program were I analysis a large longitudinal data set using traditional techniques of biostatistics and more moderne machine learning methods to help understand how treatment, modifiable risk factors, and co-morbidities affect overall disease risks and morbidities. Please see some of my recent publications for some examples of my research.

専門分野

• ☆ Molecular Modeling
• ☆ Biostatistics
• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Machine Learning
• ☆ Business Analytics
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Statistical Mechanics
• ☆ Computational Physics
• ☆ Mathematical Models
• ☆ Computational Sciences
• ☆ Decision Science
• ☆ R
• ☆ Data-Driven Decision Making

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing General Proofreading & Editing

Research Meta-Research, Fact Checking, Scientific and Technical Research

Consulting Digital Strategy Consulting, Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Cleaning, Data Processing

職務経験

Research Officer

Swansea University

1月 2017 - 現在

Data Scientist

Admiral Insurance

1月 2015 - 1月 2017

学歴

PhD Theoretical and Computational Chemistry

University of Bristol

9月 2010 - 9月 2014

PGCert Computer Modelling in Engineering

Swansea University

9月 2008 - 1月 2010

BSc Theoretical Physics (Hons 1st Class)

Swansea University

9月 2006 - 6月 2008

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Rod M Middleton, Owen R Pearson, Gillian Ingram, Elaine M Craig, William J Rodgers, Hannah Downing-Wood, Joseph Hill, Katherine Tuite-Dalton, Christopher Roberts, Lynne Watson, et al.(2020). Validating {CoRe} in Multiple Sclerosis: A rapid electronic cognitive assessment measure (Preprint) . Journal of Medical Internet Research. {JMIR} Publications Inc.

(2018). Validating the portal population of the United Kingdom Multiple Sclerosis Register . Mult Scler Relat Disord.

(2017). Reaction and relaxation at surface hotspots: Using molecular dynamics and the energy-grained master equation to describe diamond etching . Philosophical Transactions of The Royal Society A.

(2017). Theoretical Investigations of the Reactions of N- and O-Containing Species on a C(100):H 2 × 1 Reconstructed Diamond Surface . Journal of Physical Chemistry A.

W. J. Rodgers, P. W. May, N. L. Allan, J. N. Harvey(2015). Three-dimensional kinetic Monte Carlo simulations of diamond chemical vapor deposition . The Journal of Chemical Physics. 142. (21). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 214707. {AIP} Publishing

(2014). Recent applications of boxed molecular dynamics: a simple multiscale technique for atomistic simulations . Philos Trans A Math Phys Eng Sci.

OTHER

Rod M Middleton, Owen R Pearson, Gillian Ingram, Elaine M Craig, William J Rodgers, Hannah Downing-Wood, Joseph Hill, Katherine Tuite-Dalton, Christopher Roberts, Lynne Watson, et al.(2020). Validating {CoRe} in Multiple Sclerosis: A rapid electronic cognitive assessment measure (Preprint) . {JMIR} Publications Inc.