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🎓 Synaptor

AI that adapts to how you learn.

Synaptor is an AI-powered adaptive learning system that personalizes teaching by understanding learning behavior, not just right or wrong answers. Instead of following a fixed curriculum, Synaptor dynamically adjusts difficulty, teaching style, and pacing—just like a human tutor.

✨ Why Synaptor?

Most digital learning platforms focus on what students learn. Synaptor focuses on how students learn.

By analyzing behavioral signals such as response time, attempts, and engagement, Synaptor builds a learning profile for each student and adapts instruction in real time.

⚙️ How It Works (High Level)

• Student Interaction
    ↓
• Behavioral Data (time, attempts, engagement)
    ↓
• Machine Learning Models (understanding the learner)
    ↓
• AI Agent (decides how to teach)
    ↓
• Adaptive Teaching Strategy 

🤖 Core Features

•	🧩 Behavior-driven learning profiles
•	🔁 Real-time adaptation loop
•	🧠 Explainable AI Agent (not a black box)
•	📊 Educator analytics dashboard
•	🌍 Human-centered & responsible AI design

🎯 Vision

Synaptor aims to make personalized education accessible at scale, especially for learners with diverse cognitive needs and limited access to quality instruction.

"Not just smarter content — smarter teaching."

👥 Team

Built by a student team passionate about AI, education, and human-centered technology, as part of Microsoft Imagine Cup 2026.