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Understanding Without Collecting: Building a Privacy-First Context Service

  • Traditional context analysis knows everything about someone, but a privacy-focused Context Service aims to understand context with respect to boundaries.
  • Organizing the code proved to be a major victory in the development process, saving time on debugging.
  • Integrating BERT for context understanding presented a significant hurdle, but model management helped overcome the challenges.
  • Privacy filters were implemented to protect privacy by not storing raw context data and instead focusing on preserving privacy.

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