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How to Clean Resume Text Copied from a PDF

Fix broken formatting, irregular spacing, and jumbled sections when copying resume text from PDF files.

2026-03-16Resume Tools

Copying a resume from PDF to plain text almost always results in a mess — broken sentences, double spaces, smart quotes, and jumbled sections. Here's how to fix it.

The Resume PDF Problem

Resumes are designed to look good as PDFs, not to be copied as text. Multi-column layouts cause text interleaving, decorative fonts create character encoding issues, and headers/footers repeat across pages. The result after copy-paste is often unreadable.

Step-by-Step Cleanup

Use the Clean Resume Text tool above — it combines three operations in one: fixing broken line breaks, normalizing whitespace, and standardizing quotes. For more detailed work, use the Resume Section Extractor to identify and label sections (Experience, Education, Skills), then Extract Skills from Resume to pull out the skills list specifically.

Building a Resume Cleanup Pipeline

The most effective approach chains tools: Clean Resume Text first, then Resume Section Extractor, then Extract Skills from Resume. Use the pipeline feature to flow output from one tool to the next.

For Job Seekers

After cleaning your resume text, use the Resume Job Description Match tool to compare your resume against a specific job posting. It gives you a match score and shows which keywords you're missing — so you know exactly what to add.

Try it now — paste your text below

Everything runs locally in your browser. No data is stored.

Clean Resume Text

Clean up resume text by fixing broken line breaks, normalizing whitespace, and standardizing quotes. Combines multiple cleaning steps optimized for resume content.

Example

Input

John   Doe
Software  Engineer
  Skills:  Python,
JavaScript

Output

John Doe Software Engineer
Skills: Python, JavaScript

How Clean Resume Text Works

Clean up resume text by fixing broken line breaks, normalizing whitespace, and standardizing quotes. Combines multiple cleaning steps optimized for resume content.

This tool runs entirely in your browser — no data is sent to any server. Paste your text, click Run, and get your result instantly. You can also chain this tool with others using the pipeline feature: run Clean Resume Text, then continue with a related tool to build a multi-step text workflow.

TextRefinery is a free, open-source text processing toolkit. Learn more about regular expressions and text processing on the web.

TextRefinery — Browser-first text transformation tools. All processing happens locally in your browser.