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chaduo/README.md

Hi there 👋 I'm Chaduo

🎯 AI Engineer | LLM Systems | Computer Vision

专注于大模型底层基座构建与智能体系统开发,关注:

  • LLM from scratch(Transformer / 推理优化)
  • Coding Agent / Tool-using Agent
  • 视频理解与微表情分析

🚀 Featured Projects

🔹 Mini Claude Code (Coding Agent)

  • 构建本地轻量级 Coding Agent(支持工具调用 + 长上下文)
  • 完成率从 72% → 88%
  • 上下文压缩降低 31%,高危操作拦截率 100%

🔹 Mini LLM Core

  • 从零实现 GPT-style Transformer(RoPE / RMSNorm / SwiGLU)
  • 完整训练 + 推理 pipeline
  • KV Cache 加速推理 2.5x(113 → 283 tokens/s)

🔹 Micro-Expression Detection

  • 双模态融合(VideoMAEv2 + 光流/应变)
  • Cross-Attention + Temporal FPN
  • 优化后处理提升定位性能

🧠 Tech Stack

🔧 Core

Python PyTorch

🤖 LLM & Systems

Transformer LLM Agent

⚡ Engineering

Linux Git


📊 GitHub Stats

GitHub stats

Top Langs


📌 About Me

  • 🔍 关注方向:LLM系统 / Agent / 多模态
  • ⚙️ 偏工程 + 算法结合(不是只调库)
  • 📈 持续优化推理效率与系统稳定性

📫 Contact

Pinned Loading

  1. CodePilot CodePilot Public

    Industrial-grade local AI coding agent with MCP, context compression, and permission control

    Python 1

  2. Mini-LLM-Core Mini-LLM-Core Public

    A from-scratch GPT-style LLM framework with tokenizer, Transformer, training pipeline, and KV-cache optimized inference.

    Python

  3. chaduo chaduo Public