Add AI-Powered Resume Improvement Suggestions

[char27vi-boop]

Add AI-Powered Resume Improvement Suggestions

Description

Currently, OpenResume helps users build and parse resumes, but it does not provide personalized AI-based improvement suggestions.

This feature proposes integrating an AI assistant that analyzes resume content and provides actionable suggestions to improve:

• Resume clarity
• ATS optimization
• Grammar and wording
• Impactful bullet points
• Skill relevance

The goal is to help users create stronger resumes and increase interview chances.

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Proposed Functionality

AI Suggestions Should Include

• Weak bullet point detection
• Grammar improvement
• Missing action verbs
• ATS keyword optimization
• Suggestions for concise writing
• Section-wise improvement recommendations

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Example

"Worked on web development project."

Improved Suggestion

"Developed responsive web applications using React and Tailwind CSS, improving UI performance and accessibility."

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Suggested Tech Stack

Frontend:

• Next.js 13
• React
• Tailwind CSS

Backend / AI:

• OpenAI API / Groq API
• TypeScript API routes

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Acceptance Criteria

• AI analysis feature added
• Suggestions panel implemented
• Resume sections analyzed dynamically
• ATS-friendly keyword recommendations included
• Proper loading and error handling added
• Documentation updated

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Additional Context

This feature enhances the resume builder experience by giving users intelligent guidance while creating resumes.

It aligns with OpenResume’s mission of helping everyone apply for jobs confidently.

[char27vi-boop]

@sunilkumar2170 I want to work on this under GSsoc'26,kindly assign this to me

[vs-tries-to-code]

Hello @sunilkumar2170 , I am a first time contributor and I would like to work to integrate AI under guidance.

[AceAchyut]

Hello Maintainers 👋,

I am a GSSoC'26 contributor and would like to work on this issue.
Here’s how I plan to approach it:

1. Understanding the requirement – Review the current resume improvement logic in the Auto-Fill-Tool project.
2. Designing the solution – Propose AI-powered suggestions (e.g., grammar checks, keyword optimization, ATS-friendly formatting).
3. Implementation – Integrate the improvements into the existing workflow, ensuring modular and maintainable code.
4. Testing – Validate outputs with sample resumes to confirm accuracy and usability.
5. Documentation – Update README/usage instructions so contributors and users can easily understand the new feature.

I am confident this structured approach will add value to the project.
Could you please assign this issue to me so I can start working on it?

Thank you 🙏

[rini02vit]

hi @sunilkumar2170 please assign this issue to me

[couder-04]

Hi @sunilkumar2170 ,

I would like to work on this issue under GSSoC '26.

Proposed Approach

I plan to implement an AI-powered resume improvement suggestion system that analyzes uploaded resume content and provides intelligent, actionable recommendations to improve resume quality, clarity, ATS compatibility, and job relevance.

The feature will leverage NLP and AI-based analysis to identify weak sections, missing keywords, formatting inconsistencies, skill gaps, and improvement opportunities while maintaining personalized and context-aware feedback.

Planned Enhancements

• Analyze resume content using AI/NLP techniques
• Generate personalized improvement suggestions
• Detect missing technical skills and keywords
• Suggest stronger action verbs and phrasing
• Improve ATS optimization recommendations
• Identify weak or incomplete resume sections
• Provide concise and structured feedback output

Features to be Included

• Resume text parsing and preprocessing
• AI-powered content evaluation
• Skill and keyword gap analysis
• Section-wise improvement suggestions
• ATS-friendly optimization recommendations
• Personalized feedback generation
• Structured and scalable backend workflow

Goals

• Help users improve resume quality effectively
• Increase ATS compatibility and readability
• Provide intelligent and actionable resume feedback
• Improve personalization over generic suggestions
• Enhance overall AI-powered career assistance features

Tech Stack

• Node.js / Express.js
• OpenAI / Gemini API
• NLP Techniques
• Prompt Engineering
• Resume Parsing Utilities

Files Likely to be Modified

• backend/src/services/ai/
• backend/src/routes/
• backend/src/controllers/
• frontend resume upload components
• README.md

Name: Parth Tomar
GitHub: https://github.com/couder-04
Email: parth04pt@gmail.com

Kindly assign this issue to me. I would love to contribute to this project and submit a quality PR.

— Parth Tomar (@couder-04)
GSSoC 2026 Contributor | AI/ML Track