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🧠 Adaptive DSA Tutor Agent

💡 Inspiration

Every engineering student faces the same wall:

• LeetCode gives 2500+ problems with zero guidance
• YouTube tutorials are passive — you watch and forget
• ChatGPT just hands you answers without teaching you to think

We asked one question:

"What if AI could figure out exactly how YOUR brain works — and teach DSA the way YOU learn best?"

That question became our project.

🤖 What It Does

Adaptive DSA Tutor Agent is not a chatbot. It is a decision-making AI coach that:

• 🎯 Gives LeetCode-style problems with full problem statements
• 🧠 Evaluates your code logic using Claude AI
• ⬆️ Adapts difficulty per topic based on your performance
• 💡 Auto-triggers hints after 2 wrong attempts
• 📚 Auto-explains concepts after 3 wrong attempts
• 🔥 Tracks streak, score, weak topics in real time
• 🗺️ Suggests next topic based on where you struggle

The agent makes decisions — you just focus on learning.

⚙️ How We Built It

Architecture

Built With

• cloud
• fastapi
• flask
• react
• sonnec