Applied AI · Knowledge graphs · Regulated industries
Graph-shaped retrieval for documents that have to be right.
I build and study GraphRAG and agentic AI systems for commercial lending and healthcare workflows, where an answer has to cite the policy, the clause and the number it came from.
What you will find here
GraphRAG Architecture Gallery
A curated reference: how each graph-based RAG system indexes, retrieves, and what it costs, with a compare tool and original schematics.
Research
Papers, preprints and open benchmarks on GraphRAG evaluation in regulated financial and clinical document workflows.
Talks & recognition
A dated public ledger of talks, peer review and judging, press, awards and memberships.