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BUILTArchived

TrustLens

A browser extension that flags questionable content while you read.

Snapshot

My role
Developer
Timeframe
Personal project
Status
Archived

The problem

A partially implemented Chrome extension analysing page content in real time to surface likely misinformation.

How the project ran

I owned

  • Built the content-analysis pass against the Chrome extension APIs.

Constraints

  • Judging credibility automatically is a hard problem, and the accuracy needed to be useful was beyond what the approach could reach.

Outcome

  • Partially implemented and stopped — the classification quality was not good enough to be trustworthy, which is the one thing this kind of tool cannot get wrong.
What I owned, what constrained it, and where it got to.

Built with

  • JavaScript
  • Chrome Extension APIs
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Role
Developer
Timeframe
24-hour hackathon build
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A wellness app for a two-minute reset: guided breathing, reflection, or creative flow.

Role
Frontend developer
Timeframe
Personal project