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Adaptive AI coding tutor

1st Place + Best AI · Sierra Hacks

A personalized platform that teaches coding and machine learning through adaptive, community-informed challenges.

Highlights
  • A policy-gradient deep RL agent selects each learner's next challenge.
  • A GRU / BiLSTM models learning style, debugging habits and pace.
  • A GNN similarity graph transfers effective learning paths between learners with different backgrounds.
  • A RAG task generator turns anonymized real mistakes into debugging exercises; an AI reasoning panel explains every recommendation.
Built with
Deep RLGRU / BiLSTMGNNRAGPythonFlaskNode.jsHTMLCSS
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