Shiksha Sanjeevani - Admin Panel

📝 Introduction

Problem Statement ID: SIH1661
Problem Title: Implement Software Solutions to Reduce Student Dropout Rates at Various Educational Stages
Theme: Smart Education
Team Name: Innovision Squad
Project: Shiksha Sanjeevani – Admin Panel for dropout reduction in India

India faces a significant challenge with high student dropout rates, especially in marginalized communities. The National Education Policy (NEP) 2020 stresses the need for universal education and dropout rate reduction. This admin panel is a core part of Shiksha Sanjeevani, providing a comprehensive software solution to analyze and reduce dropout rates, using data-driven approaches.

🎯 Objective

The Admin Panel of Shiksha Sanjeevani is designed to empower educational administrators and policymakers by providing in-depth data insights, dropout predictions, and resource allocation tools to reduce dropout rates across various districts, zones, cities, and schools in India.

The solution leverages AI-powered analytics and real-time data visualization to identify at-risk students and implement effective interventions, aligning with government schemes like Beti Bachao Beti Padhao and Sarva Shiksha Abhiyan.

Intro To SpoonShare Video

🚀 Key Features of the Admin Panel

1. AI-Driven Early Warning System

   • Predictive Analytics: Analyzes historical and real-time data (attendance, grades, behavior) to predict students at risk of dropping out.
   • Real-Time Alerts: Notifies school administrators and educators to intervene before a student drops out.

2. Data Visualization & Multi-level Analysis

   • Level-by-Level View:
     • State-Level: Offers a holistic view of dropout rates across states.
     • District-Level: Provides detailed analysis by districts.
     • City-Level: Tracks dropout rates and intervention success within cities.
     • School-Level: Monitors individual schools' performance and flags at-risk students.
   • Heatmaps: Visualize dropout trends geographically to help target interventions.
   • Comparison Tools: Compare dropout rates across regions, schools, and demographics.

3. Attendance & Behavior Tracking

   • Tracks attendance and behavior patterns to identify early warning signs.

4. Financial Aid Management System

   • Scholarship Tracking: Streamlines the scholarship and financial aid application process.
   • Disbursement Management: Tracks disbursement of government schemes like PM Poshan Shakti Nirman (Mid-Day Meal).

5. Report Generation & Analytics

   • Custom Reports: Generate reports on dropout rates, intervention outcomes, and student progress.
   • Graphical Representation: Visualize data with charts, graphs, and tables.

6. Real-Time Data Integration

   • Integrated with real-time databases, ensuring that changes in student data and dropout rates are reflected instantly.

🛠️ Architecture & Technology Stack

📊 Public Opinion

➡ Through our detailed surveys and field visits, we observed the critical need for a comprehensive solution to address dropout rates. Feedback from educational institutions revealed several areas for improvement, including enhanced tracking and personalized learning tools for students. ➡ The responses gathered also emphasized the importance of parental involvement and real-time progress tracking, both key features of Shiksha Sanjeevani.

📊 Community Feedback & Survey Results

Shiksha Sanjeevani Feedback Video

Realtime Feedback Photos

Survey Report

🏅 Feasibility & Scalability

• Cloud-Based Infrastructure: Minimizes hardware setup, ensuring easy deployment.
• Multi-lingual Support: Accessible across various regions in India.
• Scalable: Can be implemented from local schools to nationwide level.

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⚡ How to Set Up the Admin Panel

1. Clone the Repository:

   git clone https://github.com/shuence/Shiksha-Sanjivani-Admin
   cd Shiksha-Sanjivani-Admin