LearnFlow - AI-Powered Python Learning Platform
An AI-powered Python education platform with Claude tutoring, sandboxed code execution, student progress analytics, and a hyper-personalized 1-on-1 learning experience that evolves with every session.
The Challenge
Beginner programming platforms often lack personalized feedback, safe execution environments, and instructor visibility into student progress.
The Solution
Created a full-stack AI learning platform using Next.js, FastAPI, Neon PostgreSQL, Claude AI, analytics dashboards, and MCP servers to deliver personalized tutoring and secure practice workflows.
System Architecture
AI Tutor
Claude-powered guidance helps learners understand Python concepts and coding mistakes.
Secure Sandbox
Code execution uses controlled timeout-based safeguards for safer practice.
Teacher Dashboard
Admin views help teachers monitor progress, stats, and student learning activity.
Key Outcomes
Integrated Claude AI as an intelligent Python coding tutor.
Implemented secure sandboxed code execution with timeout protection.
Built separate admin and student accounts with progress analytics.