The challenge
Start with the operational problem.
MEL systems must consolidate diverse indicators without confusing missing data with zero values, while remaining configurable for different projects and organisations.
The response
Build a coherent system.
A multi-entity platform with a dedicated aggregation engine, business consistency checks and dashboards configurable by project, period, area and audience.
My role
Work across the useful chain.
Functional design, business modelling, full-stack architecture, calculation engine, access rights, dashboards and testing strategy.
Result
An operational web version that turns logframes, plans and achievements into management data, with verifiable calculations and alerts for disaggregation inconsistencies.