🐳 AI 驱动的开源交互式学习引擎

A reusable AI learning skill for mastering almost any subject through project-driven learning, mastery checks, and authoritative sources.

Virtual mainframe runtime — Runes-based kernel for neuromorphic systems

🧠 Persona Mentor Engine (PME) — A private, local-first AI workspace that clones the intellectual DNA of any real-world expert, trains you Socratically, tracks mastery across sessions, and issues in-character certifications via OpenRouter + LangGraph

A deterministic decision engine for mastery learning that evaluates retry pathways using weighted historical scores and a 3-attempt circuit breaker.

Mastery-based German learning framework. MENTOR + protocolo de estudo + roadmap por nível CEFR. Inspirado no FATHOM.

Production-ready API for classifying student mastery levels (Attempted, Familiar, Proficient) using Bayesian Beta-Binomial models with uncertainty quantification.

AI-powered tutoring platform with checkpoint-based learning, adaptive assessment, and Feynman Technique simplification using LangGraph and Ollama

Adaptive mastery learning app for early readers, math, and coding. Vanilla JS PWA with placement diagnostics, attempt logger, daily-path generator, mastery engine, and parent dashboard.

📊 Build and deploy a beta-binomial classifier API using FastAPI and Docker for scalable machine learning solutions with best engineering practices.

FactFlow is a multiplication fluency app for students. It gives timed practice, adapts to each learner's progress, tracks mastery by fact, shows streaks and speed, celebrates milestones, and syncs across devices via Google Drive.