Connect

Find your people through privacy-preserving matching

Connect Spotify or SoundCloud. Get a compact, privacy-preserving embedding of your taste. Find people who listen like you do.

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Skills beta

Your skills embedding is computed from your contributions — evidence you've submitted, claims you've endorsed, domains you're active in.

Start contributing to /explore to build your skills profile.

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Values coming soon

What do you care about in technology? Privacy, accessibility, open source, sustainability? Your evaluation patterns reveal your values.

Job Fit coming soon

Privacy-preserving job matching. Your skills and values produce a fit score — no recruiter spam, no data harvesting.

How matching works

1. Extract — Your listening history, contributions, or evaluations become weighted terms.

2. Project — TF-IDF weighting + random projection produces a compact 64-dimensional vector. Lossy by design — can't reconstruct the original.

3. Match — Cosine similarity finds people with similar vectors. You control whether your profile is published, anonymous, or private.