ES-RAG: natural-language search over government grievances
An LLM turns plain-English queries into structured Elasticsearch queries. A semantic cache and hybrid retrieval sit behind it, and a RAG layer answers.
An LLM turns plain-English queries into structured Elasticsearch queries. A semantic cache and hybrid retrieval sit behind it, and a RAG layer answers.
A multi-factor scoring and voting pipeline for Kanpur Smart City that catches documents uploaded where a site photo was expected.
Matching a single radar reading against spline-fitted radar cross-section signatures of 17 drones and objects, with a phi/theta vote. 96.6% accuracy on drone type.
This is the plain-HTML version of this site — no JavaScript, CSS 2.1 only,
built to render in Dillo.
Full version of this page · GitHub · LinkedIn · Resume · ashwin.mishra07@gmail.com