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Street to School Guardian

A consent-first education support prototype that matches anonymous barriers to learning with interpretable support ideas and a simulated human handoff.

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Prototype

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Project Creator

AI for educationConsentTF-IDF retrievalHuman handoff

Description

A consent-first education support prototype that matches anonymous barriers to learning with interpretable support ideas and a simulated human handoff.

This is a prototype. The results below describe its evaluation.

My contribution

  • Built TF-IDF retrieval against a synthetic support catalog
  • Required consent before processing an anonymous barrier description
  • Explained rankings through shared terms and prepared a simulated human verification handoff

Outcomes & evidence

  • A working local prototype for support navigation, not real referrals or enrollment
  • Interpretable support rankings with honest no-match states
  • Consent withdrawal clears the interface and cancels pending requests

Sources & project links

Folder openPrototype