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roy6732856/README.md

李瑞 Ray Li | Forward Deployed Engineer(AI 落地工程師)・AI 自動化教練

把 AI 從「demo 很厲害」做成「每天都在跑」。

🟢 白天以 Forward Deployed Engineer (FDE) 身份駐點企業:流程盤點 → 規格定義 → 原型 → 雲端部署 → 使用者啟用,端到端把 AI 自動化做進營運系統(n8n、Claude Code、Genesys Cloud、HubSpot、Gemini、GCP)。

🎓 晚上以教育者身份,把實戰經驗整理成課程與內容,幫自由工作者用 AI 接案活下來。


連結

技能

  • AI 與工作流自動化:n8n 編排 LLM(Claude / Gemini / OpenAI) × 企業系統(ERP / CRM)Webhook & RESTful API
  • RAG 架構:以企業自有資料與 SOP 為基礎,消除幻覺
  • MCP 與多智能體:MCP 工具整合、Claude Code 多代理工作流
  • 後端與快速原型:Java、Python、TypeScript(3.5 年 Java 後端 Lead 與 PM 經驗)

公開專案


台灣・台南/台北 · 歡迎聊聊 AI 落地、企業自動化與自由工作者接案經驗

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