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강홍재/ James
← Work
MVP2026 · Founder · Product · Engineer· Started(First Commit date)

DocuStory

An analysis engine that turns Korean real-estate documents into risk signals.

  • Python
  • FastAPI
  • PDF
  • Real Estate
Context

An experiment to make risk judgement separable into "rules" so the same document yields the same score, regardless of who's reading it.

Metrics

Currently in external validation. Architecture, rule catalog, and implementation details will be published once validation lands.

Outlook

In external validation. The accuracy result decides whether this becomes the top business candidate or gets parked.

QA lens on this call

Separating risk judgement into rules makes "why is it risky?" verifiable through regression. From a QA perspective, when the reasoning behind a decision isn't validated automatically, all that remains is the score - and trust erodes. That hypothesis is the starting point.

Tech stack
  • Python
  • FastAPI