**This was the Idea I pitched in https://emory-hacks-2025-spring-4xd4.onrender.com/**

Problem with Current LMS (Learning Management System)

• Doesn’t provide a guide of “where to start”

• Doesn’t visualize a student’s understanding of the subject

• Final Letter grade is a poor representation of a student’s understanding of a topic

  → Student A: midterm 1 [98], midterm 2 [94], final [70] → Final Grade [A-]

  But lacks understanding about topics that appread at end of semester

  → Student B: midterm 1 [90], midterm 2 [90] , final [90] → Final Grade [A-]

  Same grade as student A, but shows understanding of overall course material

Proposed Solution: Knowledge Tree

• A dynamic, visual representation of the subject that breaks down complex contents into a structured trackable format
• It visualizes a student’s academic progress which hleps them focus on areas they’re struggling on while also offering teachers a clear view of the clss’s performance

Functionality & Use Case Demo

https://www.youtube.com/watch?v=lljUM2pgd9Y&t=42s