Engineering & investigation

Selected work.

Two detailed investigations and two applied prototypes. Explore the methods, evidence, and limits of each.

Six-stage Shivru pipeline from private PDF upload through OCR, typed extraction, grounding, retrieval and human review.

Case study

Shivru AI

Medical-legal records into source-linked timelines, answers, and reports.

Document AIRAGFull-stack engineering
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