🎨 Design

Grader Assignment System

Automated Grader Matching System

ReactNode.jsFigmaDocker
Year
2025
Duration
3 months
Team
5 members
My Role
Fullstack Developer
Grader Assignment System cover

Overview

A data-driven system that matches graders and professors based on resume data. I contributed from UI concept and design to implementation.

Visual Showcase

Grader Assignment System 1
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Challenge

The main challenge was processing applicant data efficiently while producing optimal assignment results.

Solution

I implemented the Hungarian Algorithm for matching logic and designed the UI so results could be reviewed clearly.

Results

  • 1Improved matching accuracy
  • 2Reduced manual operations
  • 3Supported data-driven decisions
Highlights
🧠
Algorithm
Hungarian Algorithm
📄
PDF
PDF annotation feature
📊
Data
Resume-based analysis
⚙️
System
Fullstack architecture

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