Education November 1, 2022
LearnSphere | Adaptive Learning Platform
An adaptive learning platform with AI-generated practice that doubled course completion rates.
2.1×
Completion rate
-55%
Week-one churn
120k
Active learners
4.8/5
Satisfaction
The problem
Challenge
40% of learners dropped out in the first week; no feedback loops or personalization existed.
Our approach
Solution
Adaptive recommendation engine, spaced-repetition practice, AI essay feedback and a progress-driven UX that keeps learners engaged.
Before & after
The transformation
Before
40% week-one churn, no personalization.
After
2.1× completion, AI feedback, 120k learners.
Timeline
How it shipped
Learning design
Pedagogy review and content strategy (4 weeks).
Adaptive engine
Recommendation and spaced-repetition system (8 weeks).
AI feedback
Essay and coding feedback pipeline (6 weeks).
Launch
Platform relaunch with 120k learners.
Gallery
Inside the product
Stack
Technologies used
Next.js
FastAPI
PostgreSQL
Redis
FFmpeg
Azure
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