Project Overview
Designed and implemented a comprehensive data mesh platform that revolutionizes enterprise data management through domain-oriented decentralized architecture, enabling teams to own and serve their data products.
Architecture Components
Data Product Framework
- Self-service data platform
- Automated data pipelines
- Quality monitoring
- Schema management
- Metadata catalog
- Lineage tracking
- Access management
Platform Capabilities
- Domain-oriented architecture
- Data product templates
- Discovery service
- Quality gates
- Governance tools
- Analytics workbench
- ML feature store
Technical Implementation
Infrastructure
- Cloud-native design
- Kubernetes deployment
- Custom operators
- Service mesh
- Event streaming
- Data lake integration
- Warehouse connection
Development Tools
- Data product SDK
- Quality frameworks
- Testing tools
- CI/CD pipelines
- Documentation
- Monitoring suite
- Debug utilities
Data Governance
- Automated compliance
- Privacy controls
- Data classification
- Access policies
- Audit logging
- Retention policies
- Encryption management
Analytics Capabilities
- Self-service analytics
- Real-time processing
- ML feature serving
- Query optimization
- Cache management
- Data visualization
- Custom metrics
Business Impact
- 500+ data products
- 90% reduction in data access time
- 75% faster analytics development
- 99.99% data availability
- 60% cost reduction
- 4x analyst productivity
- 85% automated governance
- Zero compliance violations