An AI-powered education intelligence and career guidance platform specially designed for students from rural and semi-urban India.
Built using the MERN stack, the system combines district-level educational data, AI-based career analysis, government exam intelligence, and realistic risk assessment to help students make safer and smarter career decisions.
🔗 https://musical-centaur-0a5066.netlify.app/
UP Student AI Copilot is designed to solve real student problems such as:
- Lack of career awareness
- Wrong stream selection
- Coaching pressure
- Drop year uncertainty
- Rural opportunity gaps
- Financial risk in education
- No backup career planning
- Lack of localized mentorship
The platform acts as an AI Career Mentor + District Intelligence System for students and parents.
Analyzes:
- Study hours
- Preparation years
- Attempts
- English level
- District competition
Generates:
- Selection probability
- Risk level
- AI preparation advice
- Backup recommendations
Provides class-wise career guidance for:
- Class 9
- Class 10
- Class 11
- Class 12
- Droppers
Features:
- Career risk analysis
- Safe career alternatives
- AI timelines
- Stream guidance
- Backup planning
- Diploma vs Degree intelligence
Uses real backend district data for:
- Schools
- Coachings
- Libraries
- Diploma institutes
Provides:
- District opportunity score
- Resource availability
- AI district insights
- Competition analysis
- Risk-based guidance
Helps parents understand:
- Student pressure level
- Emotional health indicators
- Study consistency
- Success probability
- Financial burden
- Safe backup options
AI-powered school ecosystem ranking based on:
- Student performance
- Success rate
- Dropout rate
- Infrastructure
- AI confidence score
Advanced coaching analysis engine with:
- ROI analysis
- Success rate
- AI match score
- Hostel availability
- Medium preference
- Budget intelligence
- Pressure level analysis
- React.js
- Tailwind CSS
- Axios
- React Router DOM
- Node.js
- Express.js
- MongoDB
- Mongoose
- Custom AI scoring engine
- Risk analysis algorithms
- Career intelligence system
- Opportunity mapping engine
- District-level analysis logic
- AI-powered career guidance
- Govt exam probability prediction
- Risk analysis system
- District opportunity mapping
- School & coaching intelligence
- Parent analytics dashboard
- Student ecosystem analysis
- Role-based architecture
- Responsive UI
- REST API integration
The platform uses MongoDB collections for:
- Districts
- Schools
- Coachings
- Libraries
- Diploma colleges
- Career maps
- Parent analytics
- Student profiles
/client /server /routes /controllers /models /middleware /utils /ai-engine
- ML-based prediction engine
- Government vacancy integration
- Scholarship AI
- Hindi voice assistant
- AI timetable generator
- Emotional analytics system
- Live district heatmaps
- Mobile application
- AI recommendation chatbot
This platform aims to become a digital career safety system for students who do not receive proper mentorship, especially in rural India.
It helps students:
- choose realistic career paths
- reduce educational pressure
- understand risks
- improve decision making
- access localized educational intelligence
This is not just a project — it is an AI-powered education intelligence ecosystem.
Abhishek Kumar
🔗 LinkedIn: https://www.linkedin.com/in/abhishek-kumar-25b756260/
🔗 Portfolio: https://abhishek-pandey-portfolio-one.vercel.app/
🔗 GitHub: https://github.com/abhi-148