EduTech – AI-powered Skill Gap Mapper for Rural Students

"Closing the skill gap, opening opportunities."

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Inspiration

In rural India, millions of talented students graduate each year, yet many struggle to find jobs that match their education. The core problem is a lack of career guidance, awareness of job trends, and skill alignment with market needs — especially in local languages. Seeing this gap inspired me to create an AI-powered platform that maps student skills to real job market demands, helping rural youth get personalised, actionable learning paths.

What it does

The AI-powered Skill Gap Mapper: -Collects student education history, interests, and skill data. -Uses AI to compare this profile with real-time job market trends. -Generates a personalised skill roadmap with recommended courses and resources. -Provides guidance in vernacular languages using a voice interface. -Works offline-first, making it accessible in low-connectivity rural areas.

How we built it

Frontend: Progressive Web App (PWA) for cross-platform and offline access.

Backend: Python (FastAPI) with a cloud-hosted database for storing profiles and recommendations.

AI Engine: Natural Language Processing (NLP) for multilingual text & voice.

Machine Learning models to identify skill gaps and recommend learning paths.

Data Sources: Integrated job listing APIs (LinkedIn, Naukri) and government skill databases.

Voice Support: Google Speech-to-Text and Text-to-Speech APIs.

Challenges we ran into

1.Data availability 2.Language diversity 3.Offline-first design 4.User adoption

Accomplishments that we're proud of

-Built a functional AI prototype that works in English and one Indian language. -Created an offline-compatible, voice-enabled interface for low-digital-literacy users. -Developed a recommendation engine that links education directly to employability.

What we learned

-How to integrate AI & NLP into real-world, socially impactful solutions. -Importance of UX design for non-technical users. -How to manage limited and noisy datasets for AI training.

What's next for EduTech – AI-powered Skill Gap Mapper for Rural Students

-Add support for 10+ Indian languages. -Partner with NGOs, schools, and government skill programs for pilot deployment. -Integrate gamification to keep students motivated. -Expand data coverage to include regional job portals and apprenticeship opportunities.

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