Case studies
The stories behind the projects.
What the problem was, what I built, and what changed. Short reads, a few minutes each.
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.
ReadAdINNtelligence: what should our next ad be?
Competitive ad intelligence for car dealerships: collect competitor Meta ads, classify them with LLMs, and return three evidence-backed recommendations.
ReadScoutINNtelligence: supply scan and demand scan
Dual-intelligence lead generation: rank startups by fit on one side, qualify buyers with a 3-filter check on the other.
ReadLaw Simplified: making legal documents readable
OCR, clause and entity extraction, schema-driven summaries, and a chat interface that answers only from the uploaded document.
ReadEvidence Analysis: telling site photos from documents
A multi-factor scoring and voting pipeline for Kanpur Smart City that catches documents uploaded where a site photo was expected.
ReadClassifying drones from radar cross-section
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.
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