Data Architecture
- Data warehouse, lakehouse, and layered architecture
- Analytical and operational data modeling
- Batch and real-time processing
- Scalable ingestion and transformation
- Data serving and consumption patterns
Services & Interests
Data, systems, and context architecture for reliable analytics, AI, and action.
Areas of work
What I work on.
System & Integration Architecture
- API design and integration patterns
- Data contracts and interface ownership
- Event-driven architecture
- CDC and streaming pipelines
- ETL, ELT, and reverse ETL
Architecture Engineering
- Scalability and performance
- Reliability and observability
- Data quality by design
- Cloud and infrastructure cost optimization
- Architecture trade-offs and technology selection
Context Architecture
- Business concept, decision, rule, and exception mapping
- Semantic model and reusable context service design
- Context boundary, dependency, and interface design
- Context quality, freshness, lineage, access, and monitoring
- Lifecycle, change control, governance, and reusable decision playbooks