aakashsedha / resume_parser Goto Github PK

This project demonstrates the integration of Anthropics Claude AI API for parsing resumes and extracting key information such as name, role, top skills, past experience, certifications, and suitability rating for a job role.

• Resume Parsing: Extracts structured information from resume PDF files.
• Key Detail Extraction: Parses resume content to identify important details such as name, role, skills, experience, and certifications.
• Rating Prediction: Evaluates the suitability of a candidate for a job role based on extracted information.
• Minimalist Output: Presents the extracted details in a concise and structured format.

• Python environment with necessary dependencies installed (anthropic, PyPDF2).
• API key from Anthropics Claude AI for accessing the resume parsing service.

1. Acquire an API key from Anthropics and replace "your_api_key_here" in the code with your actual API key.
2. Upload the resume PDF file to Google Colab environment.
3. Run the script to parse the resume, extract key details, and predict suitability rating.
4. View the extracted information and suitability rating in the output.

Contributions are welcome! Feel free to open issues for bug fixes, feature requests, or improvements. Pull requests are encouraged for implementing new features or addressing existing issues.

This project is licensed under the MIT License.

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