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Iām Andrew Peters (PhD), a Data Scientist specialising in Data Visualisation, RShiny development and applied machine learning.
My work bridges sports analytics, finance, and pharmaceutical R&D ā turning complex datasets into clear, actionable insights.
Have a look through my Featured Projects below which encompass the following areas:
- š Data Visualisation Redesign
- š Publications
- š Data Visualisation Portfolio
- šØāš» RShiny Dashboard Development
Featured Projects
Data Visualisation Redesign
A showcase of real-world chart redesigns ā transforming cluttered visuals into clear stories. The project shares my structured approach to visualisation design and includes a sample Style Guide I helped produce to standardise best practices.
Publications
My work sits at the intersection of data science, machine learning, and football analytics. Through published research and applied work in elite football, I have developed models and visualisation tools that help coaches and analysts better understand tactical behaviour, pressing structures, and passing risk within professional performance environments. Alongside my work in sport, I have also contributed to bioinformatics and genetics research, applying statistical and computational methods to investigate somatic mutation patterns and genomic variation using large-scale sequencing data.
Data Visualisation Portfolio
A visual exploration of data across three worlds ā Finance, Fitness, and Football. Each section illustrates how clear, purposeful design can reveal the story behind the numbers ā from exploring interest rates to performance analytics and fitness insights.
RShiny Dashboard Development
Interactive Fantasy Premier League analytics dashboards built in RShiny, focusing on player performance, mini-league data, fixture difficulty and more..
