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All works
Jan 2024 – Present

FINLOOM

Founder — an analyst for SEC filings that cites every number

An analyst for SEC filings. Every number and sentence links to the exact place in the filing it came from. If it can't find a source, it says so instead of guessing.

Architecture & approach

The first version taught me what not to do: its tests passed while the system underneath was broken. So I froze it and rebuilt from scratch. Version two runs on real databases, not mocks, and every answer carries a receipt, a pointer to the exact bytes of the SEC filing behind it. Numbers come straight from structured XBRL data, never from a language model. I design the architecture and direct AI agents to build it, through written decisions, specs and automated quality gates. It's a working prototype, private for now.