Deterministic AST Hardening Engine

Single Source of Truth Resume Architecture & Invariant Enforcement

Eliminates resume hallucination, weak passive voice, and formatting rejections through programmatic Markdown compilation, strict STAR metric quantification, and continuous automated verification.

ATS Invariant Gate PASSING

100%

0/28 banned clichés · 0 invisible chars · Clean AST

STAR Metric Density AUDITED

59.2%

16/27 bullets with verified financial/operational metrics

Academic Grounding VERIFIED

3.17 / 4.0

AU Kogod STEM MBA · 3.44 Summer Term · 28.5 Earned

Role Compilers READY

4 Targets

Master SSOT, Data Engineer, Ops Manager, Tech PM

Master Resume Architecture & Compilation Pipeline

Vector-rendered architectural data flow representing the transformation of raw empirical telemetry into ATS-hardened deliverables.

Target Role Variants

Loading resume content...

Client-Side Invariant & ATS Audit Console

Test any resume text or verify the loaded variant against the exact Python AST rules: clichés, word counts, invisible characters, and metric density.

✓ Click 'Audit Current Resume' to inspect all structural invariants.