OBE Auto Calculator Platform
A complete Outcome-Based Education automation system designed for Calicut University, streamlining the entire OBE workflow from CO mapping to NAAC report generation.

The Problem
Universities following Outcome-Based Education (OBE) face significant challenges in managing the complex workflow of mapping Course Outcomes (CO) to Program Outcomes (PO) and Program Specific Outcomes (PSO). The manual process involves:
- • Tedious spreadsheet-based CO-PO mapping for each course
- • Manual calculation of attainment levels from multiple assessment sources
- • Time-consuming report generation for NAAC accreditation
- • Lack of standardization across departments
- • Faculty spending 40+ hours per semester on OBE documentation
The Solution
We built a comprehensive web-based platform that automates the entire OBE workflow, reducing faculty workload by 80% while ensuring NAAC-compliant documentation.
Automated CO-PO Mapping
Map Course Outcomes to Program Outcomes with custom weightage configurations.
Attainment Calculation
Automatic calculation of attainment levels from assignments, quizzes, and exams.
Multi-Role Access
Role-based dashboards for Admin, Teachers, and Department Heads.
NAAC-Ready Reports
Generate formatted reports ready for NAAC accreditation submissions.
Technology Stack
Platform Screenshots

CO Mapping Interface

PO/PSO Configuration

Weightage Configuration

Class Management

List of Question Batches with CO Mapping

Teacher Assignment Controls

External Source Attainment Calculation

External Source Attainment from Assignments & Quizzes

Attainment Results

NAAC Report Generation

NAAC Report Details

OBE PO templates
Impact & Results
Reduction in faculty workload
NAAC-compliant reports
Attainment tracking
Collaboration
This project was developed in collaboration with:
- • Calicut University Education Department
- • University Professors and Assistant Professors
- • Calicut University LMS Team
Conclusion
The OBE Auto Calculator Platform has successfully transformed the way Calicut University handles Outcome-Based Education documentation. By automating the tedious manual processes, faculty members can now focus more on teaching and student development rather than administrative paperwork. The system continues to evolve with new features being added based on user feedback.