MZresearch notebook · v2.0

FIELD NOTES / Research Engineering

ClaimLens

Validated PrototypeEvidence B

Review CV claims while minimizing unnecessary uploads.

Last reviewed 2026-10-19 · Public research / code

Overview

Evidence auditing · ClaimLens

Review CV claims while minimizing unnecessary uploads.

Research Question

Review CV claims while minimizing unnecessary uploads.

Technical Approach

Local document extraction, structured claim review, batch handling and optional online evidence checks.

Pythonpypdfpython-docxjsonschema

My Contribution

Developed local-first claim review tooling. Absence of online evidence is not treated as falsity.

Evidence

  • Repository core, dependency and test/development records inspected during the 2026-10-19 audit. Evidence levels describe the available record, not clinical effectiveness.

Outputs

  • Code and documented development artifacts. Private source and study data are not redistributed.

Current Status

Validated PrototypeEvidence B

Development evidence is available; no claim of clinical utility or production readiness is made.

Related Publications

No project-specific peer-reviewed publication is listed. Ongoing work is kept separate from the published bibliography.