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llm-education

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synapz is a research prototype exploring how large language models can adapt teaching content to different cognitive styles. built over a 48-hour sprint with a strict $50 api budget, this project implements a scientific framework to test whether adaptive teaching produces measurably better results than static approaches.

  • Updated May 19, 2025
  • Python

synapz is a research prototype exploring how large language models can adapt teaching content to different cognitive styles. built over a 48-hour sprint with a strict $50 api budget, this project implements a scientific framework to test whether adaptive teaching produces measurably better results than static approaches.

  • Updated Dec 25, 2025
  • Python

MEMOGEN: Master IELTS vocabulary with 3D interactive flashcards - 90%+ retention combining memory techniques, AI-generated imagery & LECTOR spaced repetition

  • Updated Nov 13, 2025
  • HTML

We compare traditional tools with LLM-based tools to evaluate their effectiveness in data analytics education for non-computational professionals and students. Our approach, validated through two case studies, shows that using generative AI as the primary tool significantly improves learning efficiency and project development speed.

  • Updated Sep 19, 2024
  • Jupyter Notebook

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