
Quality & Accreditation
Ongoing
NAAC-DVV
P(SBMentor: Prof. (Dr.) Subhabrata Banerjee
SRLead: Sayan Rudra
Team: Jigisha Basu, ECE Team, MBA Team
Started: 2/5/2025
Project Overview
The project focuses on implementing NAAC accreditation through Data Validation and Verification (DVV), ensuring institutions achieve transparency, accountability, and efficiency in accreditation. It automates the quality benchmarking process, saving time and reducing manual errors.
Methodology
- Institutional registration and Self-Study Report (SSR) submission
- Automated Data Validation & Verification (DVV) for quantitative metrics
- Peer team evaluation and feedback integration
- Weighted scoring across seven criteria:
- 1. Curricular Aspects
- 2. Teaching-Learning & Evaluation
- 3. Research, Innovation & Extension
- 4. Infrastructure & Learning Resources
- 5. Student Support & Progression
- 6. Governance, Leadership & Management
- 7. Institutional Values & Best Practices
- 8. Final accreditation decision and certificate issuance
Key Results & Findings
- Streamlined accreditation workflow with reduced manual work
- Saves evaluation time and effort for institutions
- Increases transparency and credibility in the grading process
Challenges & Solutions
- Manual preparation of reports and validation delays - Automated DVV reduces manual dependency
- Maintaining accuracy across diverse institutions - Weighted score framework ensures fairness
Future Work
- Integration with AI-driven analytics for real-time quality benchmarking
- Expansion to global accreditation frameworks for international collaborationm
Project Information
Duration
2/5/2025 - Ongoing
Team Members
Jigisha Basu, ECE Team, MBA Team
Use Cases
✨
Digital Nest✨
Excel-Free Ready-to-Fill Interface✨
Smart Metric Monitoring System✨
NAAC Score SimulationProject Milestones
Framework Design100%
Prototype60%
Pilot Testing25%