DataW - Building accessible data collection for everyone

Project Overview
Data-W is a data platform concept focused on managing and improving data quality for football analytics, including player statistics, match events, tracking data, and team performance datasets.

My Role & Contributions

• Built data processing and validation workflows for structured datasets.
• Implemented data quality checks for schema consistency, missing values, data integrity, freshness, and anomalies.
• Designed analytics-ready data models for reporting and performance analysis.
• Developed data quality monitoring metrics, trend tracking, and alerting concepts.
• Established data lineage to improve data traceability from raw sources to analytics outputs.
• Supported data governance, observability, and AI/ML data readiness.