現在接 AI 專案：AI 導入教學 · RAG · LINE Bot · Agentic AI Now taking AI projects: workshops · RAG · LINE Bots · agentic AI
找我合作Work with me
方澤享 Frank Fang 坐著微笑 1stGoogle
DevJam

方澤享｜BUILDER · THINKER · SWIMMER

Frank
Fang

我擅長

I build

從一個「這能不能更好？」開始，
把資訊、金融與生活裡的問題，做成真正能用的東西。It starts with “could this be better?”
I turn questions in tech, finance and everyday life into things people can use.

看我的作品See my work 找我合作Work with me ↗
7+獨立開發專案Self-built projects
1stGoogle DevJam 冠軍Google DevJam winner
7th全大運接力決賽University Games relay
方澤享在政大操場自拍

HI！我是方澤享Hi! I'm Frank

企管、統計、資管，三個系，每一個都是我自己選的。現在回頭看，那些拼起來剛剛好：商業的直覺、數字的嚴謹、程式的執行力，加上金融的視角，讓我可以在不同語言之間切換，真正把東西做出來。Business, Statistics, Information Management — three majors, each one I chose myself. The pieces fit: business intuition, statistical rigor, engineering execution and a financial lens let me switch between ways of thinking and actually build things.

我創辦了政大金融科技創新實驗室，以 CoolPath 涼路拿下 Google DevJam 黑客松 TW 2026 冠軍，也帶著沈錡大使獎學金赴日本九州考察台積電供應鏈。I founded NCCU's FinTech Innovation Lab, won Google DevJam Hackathon TW 2026 with CoolPath, and flew to Kyushu on scholarship to study TSMC's supply chain.

我也站上講台：帶助教團隊開 AI 工作坊、在 IMBA 講課、擔任 EMBA 金融科技課程助教；今年夏天拿獎助到北海道大學修課，帶領小組報告。I teach too — AI workshops with my own TA team, a guest session for IMBA, and TA for an EMBA FinTech course. This summer a scholarship took me to Hokkaido University, where I led my group's presentation.

我也游泳，代表政大參加全大運，自由式接力全國第七。泳道和程式碼教我同一件事：持續推進，就能突破。I also swim — 7th in the freestyle relay at the National University Games for NCCU. The lane and the codebase teach the same thing: keep moving forward and you'll break through.

FOCUS

AI 應用開發｜金融科技｜永續創新
創業提案｜自動化工具

WORK WITH ME

需要把 AI 用進你的團隊？Want AI working inside your team?

我接 AI 導入教學與工作坊、RAG 知識庫、LINE Bot 自動化與 Agentic AI 系統開發，也可以先問問我的 AI 分身。I take on AI workshops, RAG knowledge bases, LINE Bot automation and agentic AI builds — or ask my AI twin first.

找我合作Work with me →

精選專案Featured Projects

GaiaCraft — 失落村莊美景 GaiaCraft — 水中廢墟場景 GaiaCraft — 政大校園像素地圖
永續 × 遊戲 × 地方創生ESG × GAMING × COMMUNITY2024–2026

蓋亞造界 GaiaCraftGaiaCraft

我的角色My role技術總監Technical Director

用像素 RPG 驅動真實永續行為，並以 AI 將耆老記憶化為遊戲資產永久保存。A pixel RPG that turns real sustainability actions into game progress, while AI preserves elders' oral memory as game assets.

PythonLLMASRLINE BotESG3D 列印3D Print
gaiacraft.tw ↗ 玩 3D 校園版Play the 3D version ↗
永安 USR｜已完成成果Yong'an USR · Completed已公開，可體驗 ↗LIVE / TRY IT ↗

永安的地方故事，已做成可以親自探索的作品：AR 版、宣傳影片與《永安探險記》遊戲。Yong'an's local stories, ready to explore: an AR experience, a promo video and the Yong'an Adventure game.

玩永安探險記Play the game ↗ 體驗 AR 版Try AR ↗ 宣傳影片Promo video ↗

從 2D 到 3D 的演進From 2D to 3D

  • V1 永續循環：執行永續行為 → 點數 → 企業 ESG 數據回流V1 Circular: actions → points → corporate ESG data loop
  • V2 文化科技：LLM + ASR 將耆老口述轉為像素 RPG 資產V2 Cultural tech: LLM + ASR turn elders' oral history into pixel RPG assets
  • V3 校園版：LINE 行為驗證＋實體 Dashboard，已與信義書院合作V3 Campus: LINE verification + physical dashboard, live with Shinsyi Academy
  • V4 政大百年校園 3D 遊戲（nccu100）：從像素地圖走進 3D，我負責建築模型；正式遊玩版本就是 play.gaiacraft.twV4 NCCU Centennial 3D campus (nccu100): from pixel maps to 3D — I built the architecture models. Play it at play.gaiacraft.tw

薪火計畫 — 阿嬤記憶公仔GaiaCraft Spark — memory doll

深坑炮仔崙的 90 歲阿嬤是整座山的活記憶庫。我們用 AI 記錄她的聲音，3D 列印她的樣貌，製成會說話的記憶公仔——擔任景點導覽與無人商店引導，讓記憶在薪盡前留存。A 90-year-old grandma in Shenkeng holds the living memory of a whole hill. We captured her voice with AI and 3D-printed her likeness into a talking memory doll for tourist guidance and an unmanned store.

USR 數位孿生地圖USR digital twin maps

為永安、深坑兩個 USR 場域製作像素地圖，遊客可在虛擬空間走動探索在地文史。Pixel maps of the Yong'an and Shenkeng USR sites let visitors walk through local history in virtual space.

影片展示Demo videos

薪火計畫 — 阿嬤記憶公仔GaiaCraft Spark

蓋亞造鎮 · 永安篇GaiaCraft · Yong'an

2026 商學院永續行動提案競賽2026 Business School Sustainability Competition

成果Results

教育部人文永續 佳作MOE Humanities Merit 中鼎基金會 佳作CTCI Foundation Merit 政大 AI 競賽 佳作NCCU AI Merit 國科會計畫 獲選NSTC Grant
COOLPATH / 2026GOOGLE DEVJAM · 1ST

CoolPath↗

涼路，找一條更涼的路。Find a cooler way.

涼爽路線Cooler route7 分鐘min1.9 km · 36.7°C
最快路線Fastest route6 分鐘min1.5 km · 36.8°C

專案畫面範例 · 溫度為沿線平均地表溫度Project example · mean land surface temperature along each route

城市降溫 × 路線規劃 × ESGURBAN COOLING × ROUTING × ESG2026

CoolPath 涼路CoolPath

比較最快與涼爽路線，把沿途熱環境納入步行選擇，串聯可以吹冷氣、喝水、休息的城市涼點。Compare fast and cooler walking routes, factor in heat along the way, and discover stops for air conditioning, water and rest.

Google DevJam 黑客松 TW 2026 冠軍Google DevJam Hackathon TW 2026 · 1st PlaceGDG on Campus ·
路線比較Route comparison地表溫度Land surface tempGoogle MapsESG / CSR

從「最快到達」到「更涼地抵達」A cooler journey, alongside a faster one

炎熱天氣下，步行路線也要考慮沿途熱環境。CoolPath 將路線與地表溫度資訊放在一起，讓使用者比較時間、距離與溫度，再選擇適合自己的走法。In hot weather, walking decisions depend on the heat along the way. CoolPath puts routes and land surface temperature together so people can compare time, distance and temperature before choosing.

路線比較與導航Route comparison and navigation

  • 兩條路，一起比較：並列最快與涼爽路線，呈現步行時間、距離及沿線平均地表溫度。Two routes, side by side: walking time, distance and mean land surface temperature.
  • 看見沿途熱環境：在地圖上疊加溫度資訊與路線。See the heat: temperature overlays on the route map.
  • 接續 Google Maps 導航：比較完直接進入導航。Continue in Google Maps: go straight from comparing to navigating.

商業模式｜讓企業 ESG 預算支持城市涼點Business model · ESG funding for cooling stops

  • 企業：以 ESG / CSR 預算認養涼點與獎勵，取得使用人次等影響力資料。Companies: fund cooling stops and rewards through ESG / CSR budgets, with usage data to track impact.
  • 店家：免費加入，提供冷氣、飲水或休息空間，換取人流與消費機會。Shops: join free, offer cooling, water or rest in exchange for foot traffic.
  • 民眾：找涼爽路線與涼點，累積點數兌換獎勵。People: find cooler routes and stops, earn points, redeem rewards.

後續也規劃延伸政府合作，支持城市熱傷害防治。Future plans include government partnerships for urban heat-injury prevention.

學術 AIACADEMIC AI2026

智慧論文引用查核Citation Verification AI

雙重 RAG ＋ LLM 裁判，自動偵測學術引用錯誤，準確率 72%。Dual RAG + LLM judge detects citation errors automatically — 72% accuracy.

指導：政大 AI 中心陳昭伶老師。生醫文獻中 39.18% 的引用存在錯誤。系統透過 GROBID 萃取、動態微型向量庫，Citing RAG（chunk=1500）＋ Reference RAG（chunk=1000），LLM 裁判比對後輸出 Excel 查核報告。Gemma 與 Qwen 72% 最高，Claude 60%，Llama 56%。Supervised by Prof. Chen, NCCU AI Center. 39.18% of biomedical citations contain errors. GROBID extraction, dual RAG layers and an LLM judge output Excel reports. Gemma & Qwen 72%, Claude 60%, Llama 56%.

Demo · CiteGuard

研究系統 · 葉玉珠老師實驗室RESEARCH SYSTEM · PROF. YEH'S LAB2026

批判思考推理遊戲實驗系統Critical-Thinking Reasoning Game

為批判思考研究架設的實驗平台，讓受試者與 AI 進行多輪推理對話。An experiment platform for critical-thinking research, where participants reason with an AI over multiple turns.

ExpressZeaburLLM多輪對話Multi-turn

以 Express 撰寫後端、部署在 Zeabur，負責管理實驗流程與多輪 AI 互動的狀態，並記錄每一輪對話供研究分析。Express backend deployed on Zeabur, managing the experiment flow and multi-turn AI conversation state, and logging every turn for analysis.

創業 · X 創業家金牌STARTUP · GOLD MEDAL2026

X 調查 銀髮微物流Silver-Age Micro-Logistics

以 55–69 歲退休族為核心配送人力，解決都市低價短程配送痛點。Retirees aged 55–69 as the core delivery workforce for low-cost, short-haul urban logistics.

服務「不急的日常配送」——物流成本最高、效率最低的市場。SAM 約 28 萬人，Phase 1 在捷運沿線社區驗證 C2C，Phase 2 以 B2B 成為電商最後一哩路夥伴。ESG：綠色里程轉為企業資產，打造共融就業。合作：勞動部發展署、銀髮人才資源中心。Targets non-urgent daily delivery — the highest-cost, lowest-efficiency segment. SAM 280k. Phase 1: metro-adjacent C2C; Phase 2: B2B e-commerce last mile. ESG: green mileage as a corporate asset. Partners: MOL, Silver Talent Center.

工具開發TOOL DEV2026

政大公車時刻表NCCU Bus Scheduler

Threads 爆紅：522 讚 · 290 分享 · 51 轉發。Viral on Threads: 522 likes · 290 shares · 51 reposts.

發現政大公車 App 即時資訊不準，真正的訣竅是「發車時間 +5 分鐘才到山上」。獨自開發網頁顯示距當前最近班次，支援加入 Safari 主畫面成 PWA。一篇 Threads 貼文引爆校園討論。NCCU's bus app was inaccurate; the real trick is adding 5 minutes to departure for uphill arrival. I built a page showing the nearest departure, installable as a PWA. One Threads post went viral campus-wide.

GitHub ↗ 網站Live ↗
系統開發SYSTEM DEV2025

游泳隊排班管理系統Swim Team Scheduling System

Google Apps Script 後端，自動化簽到、請假、課表與訓練日誌。Google Apps Script backend automating sign-in, leave, schedules and training logs.

Google Apps ScriptGoogle SheetsLINE Bot

為政大游泳隊量身打造，以 Google Apps Script 串接 Google Sheets 作為後端資料庫，支援隊員簽到、課表發布、請假審核、訓練日誌四大功能，大幅降低教練與隊員的行政負擔。Built for NCCU's swim team. Apps Script + Sheets handle check-in, schedule publishing, leave approval and training logs — cutting admin work for coaches and members.

Demo

GitHub ↗

講師與教學經歷Teaching & Workshops

競賽與獎學金Awards & Scholarships

01 / HACKATHON

1st冠軍CHAMPION

Google DevJam 黑客松 TW 2026Google DevJam Hackathon TW 2026

得獎專案：CoolPath 涼路 · GDG on CampusWinning project: CoolPath · GDG on Campus

02 / SWIMMING

7th決賽第七IN THE FINAL

115 年全大運2026 National Intercollegiate Athletic Games

一般男生組 4 × 100 公尺自由式接力 · 教育部General Men's 4 × 100 m Freestyle Relay · Ministry of Education

  1. 2026全國第二名National 2nd全國大專國際經貿競賽 · 半導體 AI 供應鏈重組National College Int'l Trade Competition · AI supply chain
  2. 2026金牌Gold MedalX 創業家 · 政大科智所 × 創新創造力研究中心X Entrepreneur · NCCU GMBA × CCIS
  3. 2026全國第二名National 2nd禮來 RedSpark 商業競賽Eli Lilly RedSpark Business Competition
  4. 2025全國第二名National 2nd佛光大學三好 AI 創新應用競賽FGU Three-Good AI Innovation Competition
  5. 2026佳作Merit Award教育部人文永續創新應用競賽MOE Humanities Sustainability Innovation
  6. 2026佳作Merit Award中鼎基金會永續生活實驗室CTCI Foundation Sustainability Lab
  7. 2025佳作Merit Award政大 AI × 永續創新競賽NCCU AI × Sustainability Competition
  8. 2026獲選Selected國科會大專學生研究計畫 · 像素藝術遊戲於台灣地方創生之應用NSTC Undergraduate Research Grant · Pixel art games for community revitalization

SCHOLARSHIPS

沈錡大使獎學金Ambassador Shen Memorial Scholarship

赴日本九州實地考察台積電供應鏈佈局，第一手掌握半導體產業國際動態。Field study in Kyushu — first-hand look at TSMC's supply chain strategy in Japan.

商學院何麗梅校友獎學金Ho Li-Mei Alumni Scholarship

全校每年僅 4 位獲選。何麗梅女士為前台積電人資長，透過此獎建立深度業界指導關係。4 recipients university-wide each year. Ho Li-Mei is TSMC's former CHRO — this honor came with direct mentorship.

國際經驗與現場紀錄Global & On the Ground

GLOBAL / JAPAN2026.08

北海道大學 暑期研修Hokkaido UniversityHokkaido Summer Institute 2026

  • 課程COURSENational Heritage Tourism: The Case of Hokkaido（U003）
  • 獎助SCHOLARSHIP政大「全球 Top 1000 學生研修獎助」NCCU Global Top 1000 Study Grant
  • 小組報告 · 擔任組長GROUP PRESENTATION · LEAD札幌農學校校友對台灣近代發展的影響How Sapporo Agricultural College alumni shaped modern Taiwan
方澤享在 Google DevJam 會場拿著 Google 看板
Google DevJam 2026 會場At Google DevJam 2026
蓋亞造界團隊在深坑老屋前合照
蓋亞造界 · 深坑田野調查GaiaCraft fieldwork in Shenkeng

學歷與經歷Education & Leadership

EDUCATION

  • 國立政治大學National Chengchi University2024–資管 · AI 學士學位學程 · 金融科技 · 創業 · 日文輔系IM · AI Bachelor's · FinTech · Entrepreneurship · Japanese minorGPA 91.40深度學習Deep Learning 99生成式 AIGenerative AI 97資料結構Data Structures 97.4
  • 國立陽明交通大學NYCU學分學程Program數位醫療學分學程Digital Health Credit Program
  • 國立臺北大學National Taipei University2023–24企業管理 · 系排第四Business Management · 4th in class
  • 桃園市立武陵高中Wuling Senior High School2021–23桃園市Taoyuan

RESEARCH

  • 政大 AI 研究中心 · 研究助理NCCU AI Center · Research Assistant
    • 陳昭伶老師：智慧論文引用查核（CiteGuard）Prof. Chen: citation verification AI (CiteGuard)
    • 王淑琴老師：LLM 語用學計畫「當 AI 讀不懂空氣」Prof. Wang: LLM pragmatics — "When AI can't read the room"
    • 葉玉珠老師實驗室：批判思考推理遊戲實驗（Express＋Zeabur 實驗系統）Prof. Yeh's lab: critical-thinking reasoning game (Express + Zeabur)

LEADERSHIP

  • 政大金融科技創新實驗室 FTLNCCU FinTech Innovation Lab創辦人Founder
  • 政大國合處OIA, NCCU社群編輯Social Editor
    • Reels 製作：#1、#2、#3Reels I made: #1, #2, #3
    • 國際生訪談企劃International student interview series
    • 獎學金資訊 carousel 貼文Scholarship info carousels
  • 政大游泳隊NCCU Swim Team公關 · 全國第七PR · Natl 7th
  • 資管系學會IM Student Association公關PR

LANGUAGES

  • 中文Mandarin母語Native
  • 英文EnglishIELTS 6.5
  • 日文Japanese輔系Minor

技術能力Skills

01 程式語言Languages

PythonJavaScriptJavaHTML / CSSSQL

02 AI / ML

Claude APIRAGLLM PromptingASRGROBID

03 量化 / 數據Quant / Data

vectorbtpandas-tayfinance / FREDR / SPSSSQLite

04 自動化 / 工具Automation

Google Apps ScriptAPSchedulerTelegram BotLINE BotZeabur

「科技不只是技術，而是一種解決問題、創造新機會的工具。」

“Technology isn't just code —it's a tool for solving real problems.”