Evidence
Built partner-facing APIs, owned schema migrations, and reduced queue latency by 31%.
Sample report
Candidate review packet.
HTML report for employer demos with score evidence, voice summary, and human decision state.
Priya Nair · Backend Engineer
Candidate shows strong FastAPI service ownership, practical PostgreSQL experience, and clear availability. Human recruiter review remains required.
Fit86
Voice78
Confidence82
Follow-up
Validate distributed tracing depth and ask for incident response examples.