A 5.1-million-row SQL audit of the West Midlands road network. Engineered in PostgreSQL to identify HGV infrastructure stress and peak-hour bottlenecks in Birmingham, Sandwell, and Solihull.
A sign-up form that is used to subscribe to email alerts about disruptions in the West Midlands
A service to help you find what rail zones you travel within throughout the West Midlands.
A Python-driven analytical pipeline that automates data cleaning and utilises NumPy Z-Scores to identify performance outliers. Features automated data auditing, mean imputation, and tenure engineering for strategic business reporting.
A shareable ticket widget which shows and filters price caps for operators within the West Midlands.
Statistical audit utilising Excel to perform A/B testing, hypothesis validation, and probability modelling for consumer product prioritisation
Service to manage alerts of West Midlands Network disruptions
A service to help you find the company which runs your bus route.
Simple page to check eligible stations for your West Midlands rail pass.
A shareable travel updates (disruptions) widget which is shown on the TfWM homepage
Information site for those in the West Midlands, wanting a new career in tech.
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