Equivalent dashboard effort saved through automation, according to MoJ testimonial feedback.
Investment Operations Data Analyst · Liverpool
Turning messy operational data into decision-ready reporting
I build finance and operations tools that make analysis easier to trust, repeat and act on, using Python, R, SQL, Excel, Power BI, R Shiny and Streamlit.
$ current_role --team investment_ops
WEALTH at work · Nov 2025 - PresentT-SQL
R Shiny
Power BI
Stats section
Evidence that the work moves faster after the analysis lands.
Prisons covered by Python modelling and unavailable-cell aggregation in public-sector forecasting.
Stocks visualised in a self-built R Shiny screener alongside 200+ cryptocurrencies.
First-Class BSc Economics with finance, econometrics, data analysis and inequality research.
Feature section
What I bring to analytics teams
Cleaner operational reporting
Experience improving reports at WEALTH at work and The Very Group, with T-SQL, Excel, Power Query and stakeholder-ready outputs.
Automation under pressure
Built and maintained Python workflows for sensitive MoJ data, weekly reporting and model QA during a prison capacity crisis.
Dashboards people can use
Created R Shiny and Streamlit applications that turn large data sets into fast, filterable, visual interfaces.
Link previews
Portfolio projects
luke@portfolio ~/impact
$ run career-summary --current
WEALTH at work: developing and maintaining data tools for Investment Operations.
$ grep "high stakes" ministry-of-justice.log
Built R Shiny dashboard, QA checked forecasting outputs, maintained Python models across 120+ prisons.
$ deploy portfolio-projects
Streamlit movie finder and R Shiny stock screener linked and ready.
Testimonial
“Luke was a fantastic employee, and received multiple commendations for his work. Luke specifically identified multiple opportunities to improve products and processes. His automation skills saved the equivalent of 2 FTE on dashboard work, and improved the reliability and reproducibility of analytical outputs.”
Timeline
Recent experience
Data Analyst · WEALTH at work
Responsible for development, implementation and maintenance of data analysis tools and visualisations within Investment Operations.
Supply Chain Admin Assistant · The Very Group
Improved Excel reporting speed and created reports for delayed orders, availability issues and stock management.
Data Analyst · Ministry of Justice UK
Year-long placement in prison supply forecasting using Python, R, SQL, Excel QA and senior stakeholder reporting.
Contact