Dominik Krzemiński
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PawID

An early-stage pet-management concept built around retrieval-based visual breed identification.

Role
Creator
Period
Jul 2026 – Present
Status
Prototype

Technologies

  • PythonWorking
  • CLIPFamiliar
  • ChromaFamiliar

Pet owners currently juggle paper vaccination books, a phone gallery of photos, and guesswork about a rescue’s actual breed mix. PawID starts from the breed-identification piece because it carries the technical risk: if embedding-based retrieval cannot separate visually close breeds reliably, the product around it is not worth building. The POC exists to answer that question first.