Education

Every learner gets the path
they actually need.

Personalized learning paths driven by mastery tracking, error classification, and topic dependency graphs. Built for students and teachers.

Faculty: IIT Bombay CMINDS  |  University of Arizona

Adaptive Learning

Personalized Learning Path Engine

Problem

Education technology is content-focused and generic. A student preparing for exams needs a specific learning path based on their mastery gaps, not a generic course covering everything.

Solution

Platform that maps topic dependency graphs, tracks mastery per student per concept, classifies error patterns (conceptual vs careless vs time pressure), and generates personalized learning paths. Teacher dashboard provides class-level and per-student visibility.

Let's discuss your challenges