CAMPUS PEER TUTORING

Find the right tutor,
powered by AI

Scholr matches learners with the best peer tutors using TF-IDF cosine similarity — get your top 3 matches instantly.

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How it works

🎓
Learner

Submit your topic and get top-3 tutor matches ranked by relevance.

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📚
Tutor

List your courses and availability, then see which learners need you.

Tutor dashboard →
🤖
AI Matching

TF-IDF vectorisation + cosine similarity ranks the best tutors for you.

Automatic
🛡️
Admin Panel

View all users and matches, and manage account status.

Admin panel →
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