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📃: Add "SkillBridge - AI-Driven Competitive P2P Learning and Career Pathway Platform" to projects #863

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J-B-Mugundh opened this issue Oct 9, 2024 · 2 comments · Fixed by #926
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gssoc-ext pr for GSSoC hacktoberfest pr for hacktoberfest hacktoberfest-accepted accept pr for hacktoberfest level2

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@J-B-Mugundh
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🔴 Title : SkillBridge - AI-Driven Competitive P2P Learning and Career Pathway Platform
🔴 Tech stack :

  • Frontend: HTML, CSS, ReactJS
  • Backend: Python Flask
  • Database: SQLite
  • AI Model Training: Gradient Boosting Regressor, Support Vector Regressor, Lasso Regressor, Ridge Regressor
  • APIs: Gemini API, LinkedIn API, Mirocart API

🔴 Objective :

  • To empower students in excelling at competitive exams while bridging the gap between their career goals and required skills by utilizing AI-driven personalized learning, mock tests, and peer-to-peer collaboration.
  • To create AI-powered mock tests using fine-tuned Gemini API for personalized exam preparation.
  • To foster a dynamic learning environment where peers can engage in collaborative learning through a feature-rich platform enabling video calls, screen sharing, file sharing, session recording, chatting, whiteboarding, etc.
  • To provide real-time assistance and guidance powered by fine-tuned LLMs for users through query analysis of text or image data.
  • To develop an AI model to predict the likelihood of admission and career success based on user skills and data analysis.
  • To utilize Gemini API to analyze skill gaps and recommend tailored courses.
  • To create a secure and robust user interactive platform with engaging learning content and pathways.

🔴 Summary :

Peer-to-Peer Virtual Discussion Panel: Create a dynamic platform where students can engage with volunteers from diverse domains and specialized fields. Through realistic virtual classrooms equipped with interactive whiteboards, real-time chat, and live demonstrations, students gain immersive learning experiences from expert educators, accessible from anywhere.

Peer-Based Networks for Enhanced Learning: Facilitate peer-to-peer interactions among learners, empowering them to form groups and communicate individually. This fosters a collaborative environment for clarifying doubts and enhancing overall learning outcomes.

Personalized Recommendation Engine: Implement an innovative portal that recommends tailored learning pathways based on user interests and profiles. By integrating data from social platforms like LinkedIn, we identify skill gaps and provide targeted recommendations to bridge them, ensuring users' learning journeys align with their goals.

Predefined Learning Pathways and AI-Powered Mock Exams: Develop predefined coaching programs for competitive entrance tests such as IIT-JEE, NEET, CAT, SAT, etc. Utilize AI to generate personalized mock exam questions, dynamically adapting to students' learning progress and exam targets, maximizing their preparation efficiency and success rates.

📸 Screenshots
NA


✅ Details to Include When Taking the Issue:
Name : J B Mugundh
Participant Role (Specify the Open Source Program name, e.g., GSSOC, Hacktoberfest, etc.): GSSOC-EXTD


Happy Contributing! 🚀

Wishing you all the best on your open source journey. Enjoy! 😎

@J-B-Mugundh J-B-Mugundh changed the title 📃: 📃: SkillBridge - AI-Driven Competitive P2P Learning and Career Pathway Platform Oct 9, 2024
@J-B-Mugundh J-B-Mugundh changed the title 📃: SkillBridge - AI-Driven Competitive P2P Learning and Career Pathway Platform 📃: Add "SkillBridge - AI-Driven Competitive P2P Learning and Career Pathway Platform" to projects Oct 9, 2024
@J-B-Mugundh
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@iamrahulmahato Please assign me this issue. This contribution would be a great addition!

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Hello @J-B-Mugundh! Your issue #863 has been successfully closed. ✅ Thank you for your contribution and helping us improve the project! If you have any more ideas or run into other issues, feel free to open a new one. Happy coding! 🚀

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gssoc-ext pr for GSSoC hacktoberfest pr for hacktoberfest hacktoberfest-accepted accept pr for hacktoberfest level2
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