GradeGrip: Assignment Deadline Heat Map
A visual calendar app that shows students their upcoming assignment deadlines across all classes with AI-powered workload balancing alerts to prevent deadline clustering.
The Problem
Students juggle assignments from 4-6 different classes with different deadline formats (Canvas, Google Classroom, email, syllabus PDFs), creating invisible deadline collisions where 3-4 major projects due on the same day. They have no way to see density peaks until it's too late, and existing calendar tools don't understand academic workload context.
Target Audience
High school and college students (ages 14-22) taking 4+ courses simultaneously, plus parents wanting visibility into their child's academic stress.
Why Now?
AI OCR and LLM extraction have become trivial; students are post-pandemic drowning in asynchronous deadlines across platforms; schools still have no good solution despite 5+ years of remote learning.
What's Missing
Existing tools treat all deadlines equally and don't predict workload clustering patterns. No solution exists that ingests messy syllabus formats and auto-alerts students before they hit a wall.
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