INDEPENDENT PICTURES
& SOUND THINKING

THE COMPLETE PROGRAMME

THE PICTURES.

Projects

A single place to browse every published project.

Published Projects

All projects that have been published so far.

Space Utilisation Case Study

Operational insight

An anonymised case study showing how utilisation analysis can improve room allocation and operational planning.

Python, Power Query, Power BI, Forecasting

35.21% reduction in forecast MAE

Space Request Demand Case Study

Operational insight

An anonymised case study of operational demand, backlog, and allocation planning from a live space request register.

Excel, Python, Power BI, RMarkdown

Locker Room Access Case Study

Forecasting

An anonymised case study of access-pattern analysis and short-term forecasting for shared locker room facilities.

Python, Pandas, ARIMA, SARIMA

Letterboxd Stats

Personal exploration

A statistical review of my Letterboxd activity using local export data and cached enrichment.

HTML, CSS, JavaScript, Python