🐳 AI 驱动的开源交互式学习引擎
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
Mastery-based German learning framework. MENTOR + protocolo de estudo + roadmap por nível CEFR. Inspirado no FATHOM.
A deterministic decision engine for mastery learning that evaluates retry pathways using weighted historical scores and a 3-attempt circuit breaker.
Production-ready API for classifying student mastery levels (Attempted, Familiar, Proficient) using Bayesian Beta-Binomial models with uncertainty quantification.
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.
AI-powered tutoring platform with checkpoint-based learning, adaptive assessment, and Feynman Technique simplification using LangGraph and Ollama
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.
📊 Build and deploy a beta-binomial classifier API using FastAPI and Docker for scalable machine learning solutions with best engineering practices.
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