Perspectives
Themes I think and write about — each a perspective, with sub-perspectives beneath it. Long-form pieces are in progress.
Unstructured Document Management
Turning documents, messages, and media into a governed, retrievable enterprise asset — and treating retrieval quality as a first-class, measurable concern.
- Document understanding pipelines
Parsing, extraction, and structuring of unstructured content.
- Retrieval quality — relevance, grounding, freshness
Making retrieval a measurable, first-class concern.
- Knowledge base engineering
Building durable, retrievable knowledge assets from raw content.