Lead engineer with 10 years establishing engineering standards, designing scalable component systems, and mentoring teams building complex enterprise applications. I lead technical direction and drive AI-enabled development workflows for enterprise platforms.
I build LLM-backed software. The posts on this site are less about announcing finished projects and more about leaving a trail. Each post is also a chance to look a little farther ahead, sketch what the next version might become, and keep the learning loop moving by building in public.
Recent Posts
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Deploying an invoice processing agent with Google Cloud Agent Garden
How I turned a Google Cloud Agent Garden invoice sample into a deployed, policy-aware accounts-payable workflow with audit evidence and a clear path to a clerk-facing review app.
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Why Weaviate Query Agents make sense for shopping search
Weaviate's Query Agent pattern fits ecommerce search when semantic intent, structured filters, source traces, and latency budgets are treated as one system.
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RAG-ready full-text search on Azure AI Search
I recommended Azure AI Search for predictable Contentful-backed search first, with the same retrieval foundation ready for a later RAG answer layer.