Project Overview:
Led data strategy and architecture initiatives for the Learning Engineering & Innovation team, implementing scalable data warehouse solutions and comprehensive data governance frameworks for xAPI implementation. Focus on optimizing learning data infrastructure while ensuring security and compliance.
Key Responsibilities:
- Led data strategy and architecture initiatives
- Designed data governance framework for xAPI
- Evaluated and implemented warehouse solutions
- Established data security protocols
- Created scalable learning analytics infrastructure
Technical Environment:
- Learning Systems: Cornerstone, Sumtotal
- Data Warehouse: Custom Solution
- Analytics Tools: Tableau
Major Achievements:
- xAPI Data Architecture Implementation
- Challenge: Need to implement xAPI standard across enterprise learning platforms while ensuring data consistency, security, and compliance. No existing framework for handling complex learning experience data.
- Solution & Impact: Designed comprehensive xAPI architecture
- Created standardized xAPI statement design
- Assisted in architecture development of internal scalable Learning Record Store (LRS)
- Implemented data validation frameworks
- Supported tracking of 50K+ learning interactions
- Established foundation for advanced learning analytics
- Data Governance Strategy
- Challenge: Lack of standardized approach to learning data governance created risks around compliance, data privacy, and reporting accuracy. Needed enterprise-wide framework.
- Solution & Impact: Developed robust data governance strategy
- Created data classification framework
- Established metadata management processes
- Implemented data quality framework
- Built privacy-preserving data access protocols
- Achieved higher compliance rate with regulations
Skills Advanced:
- Learning Analytics Architecture
- Data Governance Design
- xAPI Implementation
- Security & Compliance
- Cost Optimization
- Enterprise Architecture
