Automated Scoring System for Quran Competition Judges

Problem

In a live competition, scoring needs to be fast, accurate, and easy for judges. Manual score entry and spreadsheet consolidation slows everything down and increases error risk. Without automation, organizers end up doing math and reconciliation work at the exact time they should be focused on the event flow. The result is delayed rankings, higher stress, and less confidence that results are correct.

Solution

I built an automated judging workflow where judges fill out simple digital score forms per contestant. Submissions feed directly into a structured spreadsheet that aggregates scores across judges, applies consistent calculations, and produces a ranked view that can be filtered and sorted by category. The focus was a low-training, low-friction interface for judges, with immediate visibility for organizers and no manual math during the event.

Outcomes

• Eliminated manual score consolidation and ranking during the event
• Reduced error risk by making calculations consistent and automatic
• Enabled rapid results visibility so organizers can move the event forward confidently
• Simplified judging workflow with minimal training required

Technical decisions

• Designed for judge simplicity first: short forms, consistent scoring fields, and minimal steps
• Structured spreadsheet schema to support reliable aggregation across multiple judges
• Automated ranking views with sorting and filtering so organizers can switch contexts quickly
• Built around fast setup and operational reliability for live event use