Senior backend engineer
A synthetic role brief with Python, PostgreSQL, service reliability, API ownership, and product-team delivery signals.
No real CVs usedSynthetic rediscovery demo
Preview candidate rediscovery without uploading real CVs.
This route shows the buyer-facing shape of CVault rediscovery: role input, evidence-backed fit reasons, missing signals, and a report path.
Demo flow
What the public demo represents.
The release-safe demo uses synthetic examples so product evaluation does not require unauthenticated document upload.
Candidate fit reasons
Shortlist entries are explained with matched signals, missing proof, confidence caveats, and follow-up questions for reviewers.
Open report previewOpen WorkflowStart with a free room
A live sample uses one scoped role and permitted CVs after access, sharing, and deletion terms are confirmed.
Start freeOpenEvaluation
What to look for when reviewing CVault.
Can reviewers see why someone was surfaced?
The useful demo proof is not a score by itself. It is the evidence, missing context, and review questions attached to each result.
Can old inventory be searched without pretending certainty?
Rediscovery is strongest when the interface shows stale data, sparse profiles, and unclear claims instead of hiding them.
Can the workflow move into one controlled room?
Synthetic data is enough for orientation. Production value needs scoped documents, retention terms, and a review outcome.
For a real sample, CVault should receive only permitted documents inside a scoped pilot or authenticated workspace. Public demo data stays synthetic.