examples
A polished layout can still hide high parser risk.
This example demonstrates how technical cleanup changes extraction stability before content edits.
Before
Multi-column layout with low parser confidence and fragmented contact extraction.
After
Single-flow structure with stable chronology extraction and improved ATS readability.
Why this matters
Technical fixes often create larger gains than rewriting bullets in an unstable file.
Related resources
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Open results example