預約聊聊Let's talk
Frank 的 AI 分身 · 由 Gemma 4 驅動Frank's AI twin · powered by Gemma 4

想用 AI 解決什麼問題？What should AI solve for you?

問問方澤享的 AI 分身：AI 導入教學、RAG 知識庫、LINE Bot 自動化、Agentic AI 系統，他能幫你做什麼。Ask Frank Fang's AI twin what he can build for you — AI workshops, RAG knowledge bases, LINE Bot automation, agentic AI systems.

Gemma 4 26B

或往下看他能幫你做什麼 ↓or scroll to see what he can do ↓
// 曾合作與登台// worked with & spoke at
  • 政大 AI 研究中心NCCU AI Center
  • Google DevJam 2026 · 1st
  • 永平高中Yongping High School
  • 政大 IMBANCCU IMBA
  • 政大 EMBANCCU EMBA
  • Canton Foundation
  • 北海道大學Hokkaido University

我可以幫你做什麼What I can do for you

從「想用 AI 但不知道從哪開始」，到「已經有想法、需要有人做出來」，下面四件事是我最常幫人解決的。Whether you're wondering where AI even fits or already know exactly what you want built, these are the four things I help with most.

01 / TEACH

AI 導入教學與工作坊AI adoption workshops

從零帶團隊把 AI 用進日常工作：提示詞、AI 工作流程到 AI Agent 實作，內容依對象客製。Hands-on sessions that get teams using AI in real work — prompting, AI workflows, all the way to building an AI agent — tailored to the audience.

適合：For: 學校、社團、企業內訓schools, student groups, company training

  • 永平高中新生 AI 自主學習工作坊（帶領助教團隊）Yongping High School freshman AI workshop (led a TA team)
  • 政大 IMBA 課堂講課Guest session, NCCU IMBA
  • EMBA「金融科技趨勢與創新」課程助教TA, EMBA "FinTech Trends & Innovation"
洽詢工作坊 →Book a workshop →
02 / RAG

RAG 知識庫與文件問答RAG knowledge bases

把你的規章、手冊、講義或論文變成可以直接問答的 AI，回答附上出處，不亂講。Turn your policies, handbooks, course notes or papers into an AI you can question — with sources attached to every answer.

適合：For: 文件多、常被問同樣問題的單位teams drowning in documents and repeat questions

  • CiteGuard 論文引用查核：雙層 RAG ＋ LLM 裁判，準確率 72%CiteGuard citation checker: dual RAG + LLM judge, 72% accuracy
  • 政大 AI 研究中心研究助理（三個計畫）Research assistant on three NCCU AI Center projects
聊聊你的資料 →Talk about your data →
03 / AUTOMATE

LINE Bot 與流程自動化LINE Bots & automation

報名、簽到、請假、通知、名單管理這些重複工作，交給 LINE Bot 加 Google Sheets 自動跑。Sign-ups, check-ins, leave requests, reminders, member lists — hand the repetitive admin to a LINE Bot and Google Sheets.

適合：For: 社團、競賽主辦、小型團隊clubs, competition organizers, small teams

  • 社團 LINE 社員自動化管理LINE-based member management for a student club
  • 商學院永續競賽 LINE BotLINE Bot for the Business School sustainability competition
  • 游泳隊排班管理系統（簽到、請假、課表、訓練日誌）Swim team scheduling system (check-in, leave, schedules, logs)
把麻煩事交給我 →Automate it →
04 / BUILD

Agentic AI 與 AI 系統開發Agentic AI & AI systems

需要多輪對話、多步驟推理或會呼叫工具的 AI 系統，從原型、串接到部署上線。AI systems with multi-turn conversation, multi-step reasoning or tool use — from prototype and integration to deployment.

適合：For: 研究實驗、新創原型、內部工具research studies, startup prototypes, internal tools

  • 葉玉珠老師實驗室：批判思考推理遊戲實驗系統（Express ＋ Zeabur，多輪 AI 互動）Prof. Yeh's lab: critical-thinking reasoning game (Express + Zeabur, multi-turn AI)
  • CoolPath 涼路：Google DevJam 2026 冠軍CoolPath: Google DevJam 2026 winner
討論你的點子 →Pitch me your idea →
  1. 聊需求Talk先了解你的問題和現在的流程Understand the problem and your current workflow
  2. 做原型Prototype先做出能試用的小版本Ship a small version you can try
  3. 開發上線Build串接你的資料與工具Connect your data and tools
  4. 交接與教學Hand over教會團隊自己用、自己改Teach your team to run and tweak it

不確定 AI 能幫上什麼？Not sure where AI fits?先問問我的 AI 分身，或直接寄信給我。Ask my AI twin first, or just email me.

問 AI 分身Ask the AI twin 寄信給我Email me

有想用 AI 解決的問題嗎？Got a problem AI could solve?

不管是一場工作坊、一個 LINE Bot，還是一套 AI 系統，寫信告訴我你想解決什麼，我會回覆可行的做法。A workshop, a LINE Bot or a full AI system — tell me what you want to solve and I'll reply with how we could do it.

寄信給我Email me ↗ 先問 AI 分身Ask the AI twin first 認識 FrankMeet Frank →