Vardio: Semantic job matching for multilingual communities
An in-house AI pipeline that maps profiles, jobs and languages onto a single space in real time.
Challenge
Diaspora communities across Europe rarely lack motivation — they lack a frictionless surface. Job listings are in the local language, CVs are formal, platforms don't verify, and applications take days. Mainstream job boards solve none of those, and they ignore the reality of shift and short-term work.
Solution
Vardio is built as its own product: a multilingual front-end, a voice-to-profile onboarding flow that uses an LLM to turn native-language voice notes into structured profiles, and a semantic matcher that compares listings and profiles in a shared vector space — independent of language. Employers see pre-qualified candidates in real time, applicants see the right jobs on a map and apply with a tap. All language models and data live in the EU.
Technologies
Results
Voice-to-profile onboarding via LLM in 5+ languages
Semantic matcher on our own vector index (no pay-per-search)
Application in under 30 seconds — map, tap, done
Pilot launch in Berlin & Cologne, EU-only data residency