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| license: mit | |
| title: Resume Analyzer | |
| sdk: gradio | |
| emoji: 📚 | |
| colorFrom: yellow | |
| colorTo: red | |
| sdk_version: 5.29.0 | |
| app_file: app.py | |
| Resume Analyzer and Job Recommender | |
| This application uses BERT to analyze resumes and recommend suitable jobs based on the content. It also allows users to match their resume against specific job descriptions. | |
| Features | |
| Resume Analysis: Extract skills and key information from PDF resumes | |
| Job Recommendations: Get personalized job recommendations based on your resume | |
| Job Matching: See how well your resume matches a specific job posting and get improvement suggestions | |
| How to Use | |
| Upload your resume (PDF format) to get an analysis and job recommendations | |
| To match against a specific job, paste the job title and description in the second tab | |
| Review recommendations and suggestions to improve your job applications | |
| Technical Details | |
| Built with Gradio for the user interface | |
| Uses BERT for natural language understanding | |
| Implements cosine similarity for resume-job matching | |
| Provides actionable feedback for resume improvement | |
| Requirements | |
| See requirements.txt for a full list of dependencies. |