Data Modernization
Enterprise-wide transformation. From legacy systems to a future-proof centralized data warehouse.
Led a comprehensive, enterprise-wide data modernization program, expanding from an initial data migration project to a full-scale transformation of legacy systems. Developed and executed a strategic 2-year product roadmap while serving dual roles as Product Manager for the data engineering team and Program Manager for the initiative.
As both Product & Program Manager, I oversaw the complete data ecosystem transformation, led migration from legacy data warehouse (MSSQL) to centralized enterprise data warehouse (Snowflake), conducted thorough source data ingestion pattern discovery, and restructured project scope based on findings to achieve more comprehensive modernization.
Strategic Approach
- 01Event Tracking Restructuring — Complete redesign of behavioral event tracking systems.
- 02Ingestion Modernization — Updated methods for consuming data from transactional databases.
- 03Reporting Revamp — Optimization of reporting and dashboards for enhanced visualization.
- 04Stream Consolidation — Centralization of outdated data streams to reduce complexity.
- 05Historical Data Migration — Systematic transfer of data to Snowflake ensuring continuity.
Technologies & Skills
Technologies
Snowflake
MSSQL
Management
Program Management
Strategic Planning
Stakeholder Management
Outcomes
100% Business Continuity
Scalable Architecture