I build grounded AI research, knowledge, and decision-support products—from source ingestion and structured data through useful interfaces and reviewable outputs.
- Research tools
- Private web apps
- Knowledge systems
- Decision support
Grounded Decision-Support MVP for Funding Opportunities
A private MVP that turns public funding-program sources into normalized data, grounded recommendations, and reviewable PDF briefs. Two end-to-end pilots verified.





