Reference Builds

Fake Store Example

A retail reporting reference build showing how API data can be turned into a shared reporting layer and dashboard outputs.
What it demonstrates
End-to-end ingestion, dbt-led modelling, and reproducible delivery built from one trusted model.
Included
Architecture notes, implementation detail, and reproducibility steps.

Open example

Fake Store report screenshot showing sales summary visuals.

Financial Independence Forecaster (FI Forecaster)

An interactive FIRE planning app that estimates financial independence timing under different household and property scenarios.
What it demonstrates
Product-focused financial modelling, scenario analysis, and explainable outputs delivered as a public web app.
Included
Problem framing, model logic, validation approach, outcomes, and local run steps.

Open example

Financial independence forecaster preview with timeline and FI metrics.