Evidence · first-party tested

Adds five spurious skill fragments — ml apis, lambda, s3, ml, and rest apis — that are not real skills.

⚠ Struggled🧾 artifact-verifiedHrFlow
Input — the actual file we sent
Clean single-column resume — Rugved Nichite
A professionally formatted, single-column PDF resume for candidate Rugved Nichite. This is the baseline resume-parsing input and contains standard sections such as contact details, summary, work experience, education, skills, and certifications.
Output — unretouched
tool output
The observation

Adds five spurious skill fragments — ml apis, lambda, s3, ml, and rest apis — that are not real skills.

Criterion: Noise in output · Scenario: Clean single-column resume — Rugved Nichite (group: resume-parsing-benchmark)
Query this
get_evidence({
  tool: "hrflow",
  scenario: "resume-parsing-benchmark"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com