
Worked on the FlipsideCrypto/flow-models repository to deliver a unified rewards data model and modernize data ingestion processes. Consolidated transaction entries from multiple sources into a single rewards__fact_points_transfers table, integrating data from both the legacy Flow Points API and Snag Loyalty API. Upgraded the ingestion pipeline to Streamline v2.0, introducing new API integrations and updated data models while deprecating outdated TopShot-related scripts. Addressed a unique key generation issue to ensure data integrity and improved data source tracking for clearer lineage and auditing. Utilized SQL, Jinja, and ETL techniques to enhance analytics speed, data quality, and maintainability.
October 2025 monthly summary for FlipsideCrypto/flow-models highlighting business value and technical achievements. Delivered a unified rewards data model and ingestion modernization, establishing a single source of truth for rewards data and enabling faster analytics, improved data quality, and streamlined maintenance.
October 2025 monthly summary for FlipsideCrypto/flow-models highlighting business value and technical achievements. Delivered a unified rewards data model and ingestion modernization, establishing a single source of truth for rewards data and enabling faster analytics, improved data quality, and streamlined maintenance.

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