Sample draftRAG
Evaluating retrieval systems beyond the demo
A practical framework for measuring retrieval, grounding, and usefulness before deployment.
Not publicly publishedInsights
Notes on retrieval, agents, document intelligence, evaluation, product engineering, and the operational details behind dependable systems.
Sample draftAI engineering
Designing permissions for tool-using AI agents
Why tool boundaries, approvals, and audit trails belong in the first architecture conversation.
Not publicly publishedSample draftDocument intelligence
From document search to structured workflow
How reliable document systems connect extraction, retrieval, review, and downstream action.
Not publicly published