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Achievement: Pull Sharkx3Achievement: StarstruckAchievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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xavierforge/README.md

Xavier (Chih-Ying) Yen

Data Engineer · Rust Author · Forging AI Agents & MLOps

📖 Author of From Pythonista to Rustacean: A Data Practitioner's First Guide to Rust
🦀 Building in the Rust ML ecosystem: Burn, Candle, PyO3
🤖 Contributing to zerostack, a lightweight Rust coding agent harness
🛠️ 5+ years in ML pipelines, MLOps, and cloud-native deployments (K8s, AWS/GCP)
📝 Writing on iThome and xavierforge.dev
💌 xavier@xavierforge.dev

Current Focus

  • 🧪 colab-rust: write Rust in Google Colab with a %%rust cell magic, GPU runtimes included
  • ⚡ Rust on GPU: contributing to cuda-oxide (Rust-to-CUDA compiler) and evcxr
  • 🔬 Experimenting with Burn + Candle interop
  • 🧑‍🔬 Reimplementing Zero-to-Hero in Rust
  • 🏗️ Agent infrastructure around zerostack: zerostack-evals, multistack
  • 🗣️ Claude Code tooling: grammar-watch, buddy-bridge
  • 📚 Rust for MLOps series
Contribution graph snake animation

Tech Stack

Languages

Most used languages

Frameworks

PyTorch, TensorFlow, scikit-learn, Flask Polars, pandas, Plotly

Tools
Docker, Kubernetes, AWS, GCP

⚡ Fun fact: I love pizza 🍕 (formerly known as eatPizza311, old usernames die hard!)

Profile views

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  1. pythonista-to-rustacean pythonista-to-rustacean Public

    《從 Pythonista 到 Rustacean：資料從業者的第一本 Rust 指南》官方範例程式碼。包含 Rust 基礎、PyO3 整合、Candle/Burn AI 模型訓練實戰。

    Rust 7 1

  2. dotfiles dotfiles Public

    My Configs and Dotfiles 🫥

    Shell 18 1

  3. grammar-watch grammar-watch Public

    監看 Claude Code 與 Codex 的 session，即時用繁體中文講評你打的英文 prompt

    Rust 14 1

  4. gi-dellav/zerostack gi-dellav/zerostack Public

    Lightweight coding agent written in Rust, optimized for memory footprint and performance

    Rust 1.7k 136

  5. iThome-2023ironman iThome-2023ironman Public

    第 15 屆 iThome 鐵人賽 (2023) 系列文 " Rust 加 MLOps，你說有沒有搞頭？" 所使用的程式碼。

    Rust 2 2

  6. iThome-2021ironman iThome-2021ironman Public

    第 13 屆 iThome 鐵人賽 (2021) 系列文 "然後模型就死在 Jupyter Notebook 了 (ಥ﹏ಥ)" 所使用的程式碼。

    Python 2 1