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Ritik Kumar
Ritik Kumar

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I Built Udaan AI -A Multilingual AI Mentor for Indian Students Using Gemma 4

Gemma 4 Challenge: Build With Gemma 4 Submission

This is a submission for the *Gemma 4 Challenge: Build with Gemma 4*

What I Built

Udaan AI is an AI-powered multilingual platform designed to help Indian students and underserved communities access career guidance, government schemes, scholarships, internships, and educational support through natural conversations.

The idea came from a simple problem:

Millions of students in India struggle to:

  • understand government schemes,
  • find scholarships,
  • choose career paths,
  • and access reliable guidance because of language barriers and lack of mentorship.

Most platforms are either:

  • too complicated,
  • English-heavy,
  • or difficult to navigate for beginners.

I wanted to build something that feels:

  • simple,
  • accessible,
  • conversational,
  • and genuinely helpful.

That became:

Udaan AI

An AI mentor that helps users:

  • explore careers,
  • discover opportunities,
  • understand schemes,
  • and learn skills using AI.

The platform supports:

  • English,
  • Hindi,
  • and Hinglish interactions.

Core Features

AI Mentor Chat

Users can ask:

  • “How do I become a web developer?”
  • “Which scholarships can I apply for?”
  • “Explain PMKVY scheme”
  • “Suggest a roadmap after BCA”

The AI responds conversationally and simplifies complex information.


Government Scheme Explorer

I created a searchable dashboard for:

  • scholarships,
  • startup schemes,
  • employment programs,
  • education initiatives,
  • rural development schemes.

The UI was designed to make government information easier to browse and understand.


Jobs & Internship Dashboard

Users can explore:

  • career sectors,
  • salary insights,
  • internships,
  • and recruitment pathways.

Personalized Dashboard

The platform includes:

  • saved schemes,
  • chat history,
  • uploaded documents,
  • and profile personalization.

Modern AI UI Experience

I focused heavily on creating:

  • a clean dark UI,
  • responsive layouts,
  • startup-style interfaces,
  • and intuitive navigation.

I wanted the product to feel modern and polished rather than just another AI wrapper.


Demo

Main AI Mentor Interface

Government Scheme Explorer

Jobs & Internship Dashboard

User Dashboard

Live Demo

[Add Deployment Link Here]


Code

GitHub Repository


How I Used Gemma 4

Gemma 4 powers the conversational intelligence behind Udaan AI.

I used Gemma 4 for:

  • multilingual conversations,
  • career guidance,
  • educational explanations,
  • government scheme simplification,
  • and contextual reasoning.

I chose the Gemma 4 31B Dense model because the project required:

  • stronger reasoning,
  • better long-context understanding,
  • and more natural conversational responses.

Since Udaan AI handles:

  • educational guidance,
  • scheme explanations,
  • and career planning, the larger context window and reasoning quality of the 31B Dense model made it the best fit.

Gemma 4 helped make the assistant feel:

  • more human,
  • more context-aware,
  • and more useful for real-world educational support.

Challenges I Faced

Some of the biggest challenges were:

  • structuring government scheme data,
  • designing intuitive UX flows,
  • balancing simplicity with functionality,
  • and making the AI responses feel genuinely helpful.

I also wanted to avoid building:

“just another chatbot.”

Instead, I focused on creating an AI product with real social impact.


What I Learned

While building Udaan AI, I learned:

  • AI product design,
  • prompt engineering,
  • frontend architecture,
  • UX thinking,
  • and the importance of accessibility in AI systems.

This project completely changed how I think about building AI products.


Future Improvements

I plan to add:

  • voice interaction,
  • more regional language support,
  • scholarship eligibility matching,
  • resume analysis,
  • AI interview preparation,
  • and WhatsApp integration.

Final Thoughts

AI becomes truly meaningful when it helps real people solve real problems.

Udaan AI is my attempt to make:

  • education,
  • career guidance,
  • and opportunities

more accessible for India’s next generation of learners.

Thanks for reading.

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