🕷️️ Job Radar • SCRAPING

freelancer.com 2026-04-14 🟡

🔹 Organize 10K Resumes in Excel
👤 Client: 🇮🇳 Dorāha, India Member since 2026-04-09
💰 Price: $10 / hr Average bid
🚩 Problem: Need to parse and organize 10,000 Word documents into a structured Excel sheet.
📦 Existing: Word documents of résumés with varying formats.

Specifications:

[Target] Parse and extract key information from each résumé.
[Method] Use Python scripts for parsing and cleaning data.
[UI/UX] Not applicable; focus on backend processing.
[Stack] Python, Pandas, OpenPyXL, NLP libraries (e.g., spaCy).
[Security] Ensure all data is handled securely with encryption during transfer and storage.
[Format] Output as an Excel file with specified columns.

Workflow:

1. Convert Word documents to text using Python's python-docx library.
2. Clean and normalize the text for consistent parsing.
3. Use NLP techniques (e.g., spaCy) to extract key information like name, contact details, skills, experience, etc.
4. Populate the extracted data into a structured Excel sheet using Pandas.
5. Review and manually correct any errors or inconsistencies in the parsed data.