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Exams & Tabulation

Error-Free Result Tabulation: Automating GPA 5.0 Calculations, 4th Subject Rules, and Live Publishing

SY
Syeda Fatima Noor
Academic Assessment Lead
8 Aug 2026• 5 min read

Exam season in Bangladeshi institutions has traditionally brought immense anxiety to teachers: handwriting subject marks into master tabulations, cross-checking 4th subject bonus points (points above 2.0 added to overall score), calculating complex grade points, and manually verifying fail rules.

AURA automates the entire academic evaluation lifecycle: 1. **Curriculum-Aware Grading Engine**: Built specifically for Bangladesh NCTB standards (GPA 5.0 scale with CQ, MCQ, and Practical split-fail criteria), Madrasa Education Board (Dakhil/Alim), and Technical BTEB semester grading. 2. **Subject Teacher Marks Entry**: Subject teachers log into their portal from phone or laptop to input marks for their assigned sections. Real-time validation prevents input errors exceeding total question marks. 3. **Automated Master Tabulation Sheet**: The system auto-calculates total scores, letter grades, individual subject grade points, overall GPA, merit position, and class/section rank. 4. **Instant Digital Report Cards**: With one click, the system generates beautifully formatted, tamper-proof report cards featuring the school crest, attendance summary, principal signature, and an anti-fraud QR code verifiable at /verify-result.

When the principal authorizes result publication, thousands of parents simultaneously receive an instant push notification and SMS summary, viewing full subject grade breakdowns on their smartphones.

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