README.md

metadata

title: ResumeAnalyzer Mistral 7b Mangesh
emoji: 🏃
colorFrom: pink
colorTo: purple
sdk: gradio
sdk_version: 5.23.1
app_file: app.py
pinned: false
license: mit
short_description: A Resume Analyzer For an JobSeeker
hf_oauth: true
hf_oauth_scopes:
  - inference-api

Resume Analyzer App

Resume Analyzer App

Overview

The Resume Analyzer App is a powerful tool designed to evaluate and rank resumes based on their fit for a specific job. Ideal for recruiters screening candidates or job seekers refining their applications, this app scores resumes out of 100 using a data-driven approach. By comparing resumes to a provided job description, it delivers actionable insights to identify the best candidates or improve resume quality.

Key Features

• Job-Specific Analysis: Evaluates resumes by comparing them to a user-provided job description.
• Scoring Parameters:
  • Relevance to Job
  • Experience Quality
  • Skills Match
  • Education & Certifications
  • Achievements & Impact
  • Clarity & Professionalism
  • Customization
• Detailed Feedback: Provides a total score and breakdown by parameter, highlighting strengths and areas for improvement.
• Flexible Weighting: Adjusts scoring weights based on job type (e.g., emphasizing skills for tech roles).
• Tech-Powered: Built with Python, leveraging NLP (spaCy/NLTK), PDF parsing (PyPDF2/pdfplumber), and regex for robust analysis.

How It Works

1. Input: Upload a resume (PDF or text) and a job description.
2. Analysis: The app extracts text, processes it with NLP, and scores it across defined parameters.
3. Output: Get a total score (e.g., 82/100) and a detailed breakdown (e.g., Skills: 14/15, Experience: 18/20).
4. Ranking: Compare multiple resumes to find the best fit for the job.

Use Cases

• Recruiters: Quickly filter top candidates for a role.
• Job Seekers: Optimize your resume for a specific job posting.
• Educators: Teach students how to tailor resumes with data-backed feedback.

Example

Software Engineer Role:
Score: 85/100 Relevance: 18/20, Skills: 14/15, Experience: 16/20, Clarity: 9/10, Customization: 8/10

Why Use It?

• Saves time by automating resume screening.
• Provides objective, job-specific evaluations.
• Adapts to any industry or role with flexible scoring.

📜 License

Your code is licensed under the MIT License.
Note: This Space uses external models (Mistral-7B) under their own licenses.