AI-Driven Recommendation: Personalized Learning Feed for Code-A2Z Users

[kurrasriharsha26]

Important Points to Note

• I agree to adhere to the project's Code of Conduct.
• I have reviewed and understood the project's Contributing Guidelines.
• I have checked the existing issues and can confirm that this is not a duplicate.
• I have reviewed and understood the project's Issue Creation Guidelines.

Category

Feature Addition

Enhancement Description

Introduce an intelligent recommendation system that curates a personalized learning feed for each user. Based on their interaction history, skill level, and preferred domains (e.g., Web Dev, DSA, AI/ML), the system will suggest relevant blogs, projects, and coding challenges—making Code-A2Z feel like a tailored mentor.
🚨 Problem Statement
Currently, all users see the same homepage and content suggestions, regardless of their background or goals. This leads to:

• Content Overload: Beginners may feel overwhelmed by advanced topics.
• Low Engagement: Users skip content that doesn’t match their interests.
• Missed Opportunities: High-value resources go unnoticed by the right audience.
  🤖 AI-Driven Solution
  Build a recommendation engine that uses user metadata and activity logs to personalize the experience.
  🔍 Smart Algorithm
• Content-Based Filtering: Match tags, keywords, and categories with user preferences.
• User Clustering: Group users by behavior and recommend what similar users liked.
• Skill-Level Detection: Use quiz scores, completed projects, and time-on-page to infer skill level.
  AI Feedback Loop (Planned)
• Users can rate recommendations (👍/👎).
• System learns from feedback to refine future suggestions.
• Admin dashboard shows top-performing content per user cluster.

Screenshots or Logs

Screenshots / Logs (To Be Included in Final PR)

• Personalized feed showing recommended blogs/projects.
• Logs of user interaction and recommendation triggers.
• Feedback analytics showing improvement in engagement.

Priority

Up to 2 days

Open Source Program

GSSoC

Would you like to work on this issue?

Yes

[github-actions]

Thank you for creating this issue! We'll look into it as soon as possible. Your contributions are highly appreciated! 😊
For further communication, join our discord server https://discord.gg/tSqtvHUJzE.

[Avdhesh-Varshney]

@kurrasriharsha26 That's not the target of this project. It's a collaborative platform on OS projects.
So It may be become a bigger feature later, but not right now.