About

I’m KbWen, a developer writing about machine learning, AI systems, data engineering, and Python.

I’ve written about machine learning and Python since 2017. My work includes model training and production data pipelines. The topics I cover here include:

  • LLMs & AI systems — architecture, prompt engineering, agent design, skill abstraction
  • Machine learning — deep learning (TensorFlow, Keras), classical ML, reinforcement learning
  • Data engineering — ELT pipelines, scraping, NLP APIs
  • Python — language features, tools, and application examples

The posts include tutorials, architecture discussions, and development notes. I write in Chinese or English depending on the intended readers.

I also build web tools at lab.kbwen.com, including JSON formatters and quant utilities.

關於

我是 KbWen，平常做軟體開發，也寫技術文章。

從 2017 年開始寫機器學習和 Python 相關的技術文章，主要領域包含：

  • LLM 與 AI 系統：架構設計、Prompt Engineering、Agent 工作流、Skill 抽象層
  • 機器學習：深度學習（TensorFlow、Keras）、傳統 ML、強化學習
  • 資料工程：ELT pipeline、爬蟲、NLP API
  • Python：語法、工具開發與應用範例

這裡的文章包括技術教學、架構討論和開發筆記。文章有中文也有英文，依題目和讀者選擇。

我也在 lab.kbwen.com 放了一些自己做的網頁工具，包括 JSON formatter 和量化工具。

Find me elsewhere / 其他平台：