WhatsApp
Back to Projects
LMS/AcademicFreelance Project

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.

Dec 2025 – Jan 2026
8 min read
OBE Auto Calculator - NAAC Report

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

Moodle LMSPHPMySQLJavaScriptBootstrapAJAXHTML/CSSMoodle APITCPDF

Platform Screenshots

CO Mapping Interface
Click to enlarge

CO Mapping Interface

PO/PSO Configuration
Click to enlarge

PO/PSO Configuration

Weightage Configuration
Click to enlarge

Weightage Configuration

Class Management
Click to enlarge

Class Management

List of Question Batches with CO Mapping
Click to enlarge

List of Question Batches with CO Mapping

Teacher Assignment Controls
Click to enlarge

Teacher Assignment Controls

External Source Attainment Calculation
Click to enlarge

External Source Attainment Calculation

External Source Attainment from Assignments & Quizzes
Click to enlarge

External Source Attainment from Assignments & Quizzes

Attainment Results
Click to enlarge

Attainment Results

NAAC Report Generation
Click to enlarge

NAAC Report Generation

NAAC Report Details
Click to enlarge

NAAC Report Details

OBE PO templates
Click to enlarge

OBE PO templates

Impact & Results

80%

Reduction in faculty workload

100%

NAAC-compliant reports

Real-time

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.