Nikhil

Owned the last mile of a document-review copilot for a mid-size lender. Claude structured outputs extract and ground 14 identity and income fields per applicant, with a reviewer approval gate and an immutable audit log. Cut average manual review from 11 minutes to under 3 and cleared a 4,000-document backlog in nine days.

Built an internal copilot that turns long claim files into structured, source-linked briefs for adjusters. Retrieval is grounded in the claim record with PII masked before any model call, and every summary is traceable to its source pages. Reduced average triage time per claim by roughly 40% across a 12-person team.