Data processing, automation, and application development
PROFESSIONAL PROFILE
Technical depth with product judgment.
I build data and AI systems from source data through deployment, testing, and the interface where people use the result.
FOCUSED CAPABILITIES
Enough range to build, enough focus to go deep.
Data engineering
Structured data and vector retrieval
Connected data and graph retrieval
Data science & analytics
Analytical modeling and decision-ready data
Structured signals from unstructured material
Interactive analytical interfaces
Reproducible quality measurement
Applied AI
Grounded generation and AI application patterns
Hybrid evidence retrieval
LLM application orchestration
Cloud delivery
AI, data, identity, and application delivery
Cloud architecture and managed AI services
Document Intelligence, App Service, and storage
Useful technical products
Managed data services
PROJECT APPROACH
Evidence before polish.
Frame the decision
Clarify the user, source boundary, and decision the system must support.
Structure the data
Design durable ingestion, retrieval, and data models around the source material.
Evaluate the system
Measure behavior against known evidence before trusting a polished interface.
Deliver with clarity
Ship a useful product with observable tradeoffs, documentation, and disclosure.