← All work

AlignFlow

Design-stage prototype

A multi-source data-quality / master-data-management engine for reconciling records into one trusted view.

Stack

  • Python
  • pandas
  • fuzzy matching
  • Excel ingestion
  • Power BI

AlignFlow is a multi-source data-quality and master-data-management engine: it reconciles records arriving from different sources into a single trusted view, the substance behind 'operational decision-support systems' on the data side.

Status, stated plainly: a design-stage prototype with real working code, not deployed to production, offered as a walk-through on request. It earns its place as the clearest signal of data-systems and MDM thinking, and its accurate label is this site's honesty ethic in action.

A design-stage prototype, so the code is not linked publicly. I can walk through it on request.