プロフィール詳細

プロジェクトを作成

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Miles M.に依頼

United Kingdom

Machine Learning and Predictive Modelling Expert | R, Python, PHP & SQL | Track Record of Publications

プロフィール概要

I am a consistently hard-working bioinformatician with a real enthusiasm for the data-driven modelling aspects of bioinformatics. This is reflected in my current work, academic achievements, research experience, publications and self-taught programming skills. I am enthusiastic about machine learning as well as classical statistical approaches to predictive modelling, and am passionate about their potential to drive the discovery of novel therapeutics and solve complex biological problems.

専門分野

• ☆ Chemoinformatics
• ☆ Computational Chemistry
• ☆ Computational Biology
• ☆ Biostatistics
• ☆ Biochemistry
• ☆ Structural Biology
• ☆ Molecular Biology
• ☆ Genetics
• ☆ Next Generation Sequencing (NGS)
• ☆ Data Analysis
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Big Data Analytics
• ☆ Machine Learning
• ☆ Bioinformatics
• ☆ Structural Bioinformatics
• ☆ Python
• ☆ SQL
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Scikit-learn
• ☆ Markup Languages
• ☆ Drug Discovery
• ☆ Pharmaceutical Technology
• ☆ Hypothesis
• ☆ Research Methodology

サービス

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

Writing Technical Writing

Research Market Research, User Research, Meta-Research, Fact Checking, Gap Analysis, Gray Literature Search, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

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

Product Development Prototyping

職務経験

Computational Drug Discovery Researcher

SMVDGroup

6月 2021 - 現在

Freelance Machine Learning Expert

FIVERR

1月 2022 - 9月 2022

Bioinformatics Intern

Asklepios Biopharmaceutical

5月 2022 - 8月 2022

COVID-19 Data Analysis Intern

EpiGroup (The Usher Institute of Public Health)

6月 2020 - 9月 2020

学歴

MSc Bioinformatics

The University of Edinburgh

9月 2021 - 8月 2022

BA(Hons) Biochemistry (1st class)

The University of Edinburgh

9月 2017 - 6月 2021

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

McGibbon M, Money-Kyrle S, Blay V, Houston DR(2022). SCORCH: Improving structure-based virtual screening with machine learning classifiers, data augmentation, and uncertainty estimation . Journal of advanced research.

Miles McGibbon, Feifei Zhang, Humphrey Karamagi, Ngoy Nsenga, Miriam Nanyunja, Miriam Karinja, Seth Amanfo, Margo Chase-Topping, Giles Calder-Gerver, Alexandra Huber, et al.(2021). Predictors of COVID-19 epidemics in countries of the World Health Organization African Region . Nature Medicine. 27. (11). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2041--2047. Springer Science and Business Media {LLC}