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README.md
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title:
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emoji:
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned: false
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license: mit
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short_description: 'An AI-powered tool to analyze resumes against JD '
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title: Standalone Resume & Job Matcher
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emoji: π
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colorFrom: purple
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colorTo: indigo
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sdk: gradio
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sdk_version: 4.31.0
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app_file: app.py
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pinned: false
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license: mit
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---
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# π Standalone Resume & Job Matcher
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This Space hosts a powerful, zero-dependency tool for comprehensive resume analysis and job description matching. It's designed to help both **job seekers** optimize their applications and **recruiters** quickly assess candidate suitability. The entire application runs from a single Python file with no external dependencies, making it incredibly fast and easy to use.
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## β¨ Key Features
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- **π― Smart Role Prediction**: Paste a resume and the AI will predict the most suitable job role from a database of over 20 distinct positions, complete with a confidence score.
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- **π Detailed Skill Gap Analysis**: Identifies which required skills are present and which are missing for a predicted role, helping you pinpoint areas for improvement.
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- **π Resume vs. Job Description Matching**: Get a detailed compatibility score by comparing a resume directly against any job description.
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- **π‘ Actionable Career Roadmap**: Receive personalized, actionable advice with a short-term (1-3 months) and long-term (1-2 years) career development plan.
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- **π° Salary & Experience Insights**: The internal database includes typical salary ranges and experience levels for each job role.
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- **βοΈ Zero Dependencies**: The entire logic for parsing, scoring, and analysis is self-contained. No API keys or external libraries (beyond Gradio) are needed.
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---
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## π§ How to Use
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The application is split into two main tabs for different use cases.
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### 1. Profile Analysis
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This tab is perfect for getting a deep understanding of a candidate's profile or your own resume.
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1. Navigate to the **"π― Profile Analysis"** tab.
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2. Paste the full text of a resume or professional profile into the input box.
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3. Click the **"π Analyze Profile"** button.
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4. Explore the results in the output tabs:
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* **Role Classification**: See the top 5 predicted roles with match scores.
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* **Skill Gap Analysis**: View matching skills, missing skills, and learning recommendations.
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* **Career Roadmap**: Get a visual guide for your next career steps.
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### 2. Profile vs. Job Description Matching
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This tab is ideal for checking how well a resume fits a specific job opening.
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1. Navigate to the **"π Profile vs. Job Description"** tab.
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2. Paste the candidate's resume text in the left box.
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3. Paste the target job description in the right box.
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4. Click the **"π Analyze Match Score"** button.
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5. Review the outputs:
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* **Match Score & Analysis**: A JSON output with the overall score and breakdown.
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* **Detailed Breakdown**: A color-coded visual report showing the match level, matching vs. missing skills, and key recommendations.
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---
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## π οΈ How It Works
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This tool uses a multi-faceted approach to analyze text without relying on large language models or external APIs:
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1. **Text Parsing**: A rule-based parser segments the resume into logical sections like `Education`, `Experience`, and `Skills`.
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2. **Skill Extraction**: The text is scanned against a comprehensive internal database of over 200 technical, business, and soft skills.
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3. **Scoring Algorithm**: Role matching is determined by a weighted score combining three factors:
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* **Skill Match Score (40%)**: The percentage of required skills found in the profile.
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* **Keyword Score (30%)**: The frequency of role-specific keywords (e.g., "M&A", "agile", "SEO") in the text.
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* **Text Similarity Score (30%)**: A TF-IDF-inspired cosine similarity calculation between the profile text and the role's description.
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---
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## π How to Deploy Your Own
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You can easily run this application in your own Hugging Face Space.
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1. **Create a Space**: Click the "Create new Space" button on Hugging Face.
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2. **Configure**: Give it a name, select "Gradio" as the SDK, and choose a free CPU resource.
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3. **Add Files**:
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* Create a file named `app.py` and paste the Python code into it.
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* (Optional) Create a `requirements.txt` file and add one line: `gradio`.
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* (Optional) Create this `README.md` file to give your space a professional look.
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That's it! The Space will build and launch your application automatically.
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