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Expertise

Data & AI Expertise

End-to-end Data & AI Architect. Data platforms and AI systems that actually ship, from architecture to production.

Core Focus Areas

Where I concentrate and the outcomes I deliver.

Data Platform Architecture

End-to-end data platform design and implementation. From database selection to warehouse architecture, ETL pipelines to analytics infrastructure. Delivered enterprise data warehouses on AWS achieving 80% query efficiency improvements.

Data warehouse architecture (Redshift, Snowflake, BigQuery)
Database selection and design
ETL/ELT pipeline architecture
Real-time streaming systems
Data modeling and schema design
Performance optimization
GDPR and regulatory compliance frameworks

Data Engineering Delivery

Hands-on data pipeline development and infrastructure implementation. From managing 1,000+ production servers and databases to building automated, scalable data pipelines that set company gold standards.

Pipeline development (Airflow, MWAA, Dagster)
Data integration and ingestion
Data quality frameworks
Monitoring and observability
Cost optimization strategies
DataDog, Grafana, and Prometheus observability

AI Delivery & Implementation

Production AI systems built on solid data foundations. MCP integration, AI agent architecture, and LLM implementations (including Anthropic Claude) that actually ship to production.

Model Context Protocol (MCP) implementation
AI agent architecture and design
LLM integration patterns
Vector database implementation
AI governance and monitoring
Anthropic Claude and LLM integration

Technical Leadership

Strategic guidance for data and AI leaders. Experience building teams, defining roadmaps, and turning technical capabilities into measurable business outcomes across fintech, telecom, gaming, and enterprise technology.

Data strategy and roadmap
Team structure and hiring
Stakeholder communication
Build vs buy decisions
Vendor and tool selection
Data governance and compliance strategy

Let's Discuss

AI systems, data platforms, or scaling challenges. Happy to connect on real-world execution.