About Nasir
He built Riverborn's productized engagement structure and the operational discipline that enables our team to deliver enterprise-grade execution at startup velocity.
His writing on the Riverborn blog reflects the same discipline. He introduced Riverborn's mission and approach to production AI engineering, and published the technical breakdown of Nongor's on-device RAG architecture: hybrid dense and sparse retrieval, reciprocal rank fusion, cross-encoder reranking, citation validation, and fully local execution with LM Studio.
Day to day, Nasir is the person who keeps scope, timelines, and handoff aligned, so that what the client approved at the start is what the team ships and documents at the end.
Articles by Nasir
2 articles
On-Device RAG: How We Built Private Document Search
A technical breakdown of Nongor's on-device RAG architecture: hybrid dense and sparse retrieval, reciprocal rank fusion, cross-encoder reranking, citation validation, and running fully local with LM Studio.
Introducing Riverborn: The AI Systems Development Partner
An introduction to Riverborn: our mission, the gap we exist to close, what we build, and how we approach production AI engineering.