Sagar Kant
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Products & Systems

Work I've shipped

Production-minded AI systems built with grounded answers, explicit guardrails, human approval, and cost discipline.

ShopFloor Copilot
Product2026 · Working prototype

ShopFloor Copilot

An LLM-driven copilot for plant operations. A planner proposes an investigation in plain English; a tool loop writes SQL that passes an AST whitelist, read-only execution, and statement timeouts; write actions queue behind a human approval gate with idempotent, audited execution. Runs on Gemini 2.5 through Vertex AI with an eval harness and a hard monthly budget guard.

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TenQ — Equity Research Copilot
Product2026 · MVP design

TenQ — Equity Research Copilot

An MVP concept and system design for asking questions about SEC filings with citations to the exact source passages. The architecture covers filing ingestion, chunking, retrieval, source attribution, human-reviewed research notes, and a cloud deployment path.

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Sagar Kant

Building guarded AI systems. Sharing the build logs.

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