System Design and Architecture
Turning ambiguous product goals into architecture plans, delivery phases, and production-ready implementation decisions.
About
Software engineer and architect, growing deep AI systems capability.
My core is backend engineering and software architecture. I am applying that foundation to AI systems work, building practical retrieval, evaluation, and workflow capabilities with the same production standards I use in traditional software systems.
Career Positioning
Where I create the most value
AI Product Engineering
Building RAG systems, agent workflows, and evaluation loops with practical cloud and backend foundations.
Focus
What I prioritize on every project
Practical Building
Architecture that directly supports delivery speed and product outcomes.
Production Thinking
Reliability, observability, and security built into decisions from day one.
Continuous Learning
Experimentation loops that improve quality without introducing hype or chaos.
Technology
Common tools in my stack
TypeScriptNode.jsNext.jsPythonAWS LambdaAPI GatewayDynamoDBTerraformCloudFrontCI/CD