Services & Interests

Data, systems, and context architecture for reliable analytics, AI, and action.

Areas of work

What I work on.

Service 01

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
Service 02

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
Service 03

Architecture Engineering

  • Scalability and performance
  • Reliability and observability
  • Data quality by design
  • Cloud and infrastructure cost optimization
  • Architecture trade-offs and technology selection
Service 04

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