➜ ~/projects/cogniflex cat README.md
CogniFlex
// Adaptive Learning System (M.Sc. Thesis)
- type
- web
- year
- 2024–2025
- role
- Sole developer & thesis author, with Didactic Innovations
An LLM-driven adaptive learning system from my M.Sc. thesis. It restructures a lesson's content to each learner's profile (segmentation, language, examples, scaffolding), and turns their interactions with an exercise into personalized feedback and hints. Grounded in Cognitive Load Theory; evaluated with 10 didactic experts in a cybersecurity-education context.
$ cat highlights.txt
- ▹Restructures lesson content per learner profile: segmentation, language, examples, scaffolding
- ▹Turns exercise interactions into personalized feedback and hints via GPT-4
- ▹Design grounded in Cognitive Load Theory
- ▹Evaluated with 10 didactic experts in a cybersecurity-education context
ReactReveal.jsTypeScriptGPT-4 APIViteMaterial UIZustandSCSS