Develop an AI CV Coach for Reviewing and Suggesting Improvements to CVs

[afiDPS]

Overview:

We are building an Agentic AI Coach to help individuals improve their CVs. The AI CV Coach should be capable of analyzing the uploaded CV, providing actionable suggestions, and assisting users to refine their profiles to maximize career opportunities.

The goal of this issue is to develop a CV Review AI that:

• Accepts a user-uploaded CV (in PDF or DOCX format).
• Analyzes the content based on best practices in resume writing (e.g., structure, keywords, formatting, relevance).
• Provides detailed suggestions to improve key areas such as job-specific keywords, readability, achievements, and formatting.
• Gives tips on improving language, ensuring professionalism, and enhancing appeal to recruiters.

Requirements:

1. File Input: Accept PDF or DOCX files as input.
2. Analysis Features:
   • Check the structure (sections like contact info, work experience, education, skills).
   • Keyword analysis for specific industries (e.g., IT, finance, healthcare).
   • Formatting checks (e.g., font consistency, spacing, section headers).
   • Content quality analysis (e.g., action verbs, quantified achievements).
3. Suggestions Output:
   • Provide detailed suggestions in text form.
   • Rate different sections (e.g., "Work Experience: 4/5 - Consider adding quantified metrics to show impact").
4. User Feedback Loop: Allow users to resubmit updated CVs to receive further suggestions.

Expectations:

• A working model that can analyze a CV and return structured feedback.
• Code documentation explaining how to integrate the CV Coach into our existing Agentic AI Coach framework.

Note: Feel free to ask questions or request clarifications by commenting on this issue.

Support: Comment on this issue for any help or guidance needed.

[dnnsmnstrr]

The JSONResume format might be interesting for this 🤔