EdTech · Sample case study
LearnLoop: Adaptive learning platform with AI tutoring
An education startup wanted personalised learning paths and an AI tutor without sacrificing page speed or student privacy.
WebiOS
+68%
course completion
120k
monthly active learners
12 weeks
delivery time
5 engineers
1 designer · 1 PM
The challenge
An education startup wanted personalised learning paths and an AI tutor without sacrificing page speed or student privacy.
12 weeks5 engineers · 1 designer · 1 PM
What we built
- Next.js app with edge-rendered course pages and 95+ Lighthouse scores
- PgVector-powered semantic search and retrieval for the AI tutor
- Adaptive path engine driven by learner events
- SwiftUI companion app for offline lessons
Results
- Course completion up 68%
- Search relevance satisfaction up from 54% to 89%
- Infrastructure cost per learner down 31%
Technology
- Next.js
- Django
- PgVector
- Redis
- SwiftUI
- Cloudflare
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Let's build
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