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Data project

Sustainability Data Exchange

A secure data product that standardizes partner submissions, validates quality and publishes reusable insight models.

Data FactoryMicrosoft FabricPower BIPythonSQL
CASE STUDY / DataFM
Overview

A governed data exchange unifying operational and partner data for trusted reporting.

Challenge

Partner data arrived in inconsistent formats with limited lineage and quality visibility.

Solution

Automated ingestion, validation and transformation into governed lakehouse and semantic layers.

My role

Data engineering, modeling and dashboard experience.

Technical architecture

Partner sources → Secure ingestion → Fabric → Quality rules → Semantic models

Outcome

Higher trust in shared reporting and dramatically less manual preparation.

Key features
Schema validationData lineageQuality scoringSelf-service insight