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Resume
Create your job-winning resume using our free resume builder.
Portfolio
Showcase your skills and projects with a professional portfolio.
Cake AI
Utilize our Cake AI-powered products to accelerate job search and talent match.
Resume
Create your job-winning resume using our free resume builder.
Resume Builder
Make a resume for free.
Resume Templates
Access our extensive library of professional & ready-to-use templates.
Resume Examples
Get inspired by real resume examples to create your own.
Occupation Guide
Access resume writing guides tailored for different professions.
Resume Help
Get expert advice on all things resume from our team of recruitment specialists.
Cake AI Resume CheckerNew
Analyzes your resume using Cake AI for detailed feedback.
Resources
Success Stories
Business Excellence
About Cake
Hire
江易倫
Data Scientist | Python | SQL | NLP | GenAI
具備5年以上程式撰寫能力，擅長Python、SQL與Linux
擅長資料清洗、分析與分類貼標
具有自然語言處理與研究經驗
大型語言模型LLM及生成式AI訓練與使用經驗
RAG技術使用與知識庫建立經驗
過往研究專案
中華電信智能標籤案資料建模
- 用戶瀏覽網頁喜好分類並進行廣告投放
全聯與各銷售通路關聯分析
- 各通路銷額銷量排行與使用桑基圖觀察忠實客戶的流動
果實媒體爬蟲網頁標籤建模
- 用戶瀏覽網頁爬取並進行關鍵字爬取與分類貼標
iCHEF交易明細資料餐廳貼標建模分析
- 各類餐飲在不同指標(日期、地區、用餐方式等)的呈現
發票通路研究系統指標建模
- 各通路發票銷售產品分類與各項指標下相互比較
聊天機器人搭配生成式AI協助開發
- 建構專業知識的聊天機器人供用戶查詢專業知識
Career Break
National Chengchi University
台中市, 台灣
Taiwan
Professional Background
- Current StatusUnemployed
- ProfessionBig Data Engineer・Data Engineer・Data Scientist
- FieldsBig Data・Robotics・Artificial Intelligence / Machine Learning
- Work Experience4-6 years (4-6 years relevant)
- ManagementNone
- Skills
- LanguagesJapanese・FluentEnglish・Intermediate
- Highest Level of EducationMaster
Job Search Preferences
- Current Status
- Desired Job TypeFull-time・Interested in working remotely
- Desired PositionsNLP Engineer / Data Scientist / Machine Learning Engineer
- Desired Work LocationsTaichung City, Taiwan
- FreelanceNon-freelancer
Work Experience
Career transition
資料分析師
Taichung City, Taiwan
聊天機器人：
- 生成式AI語言模型選擇與測試
- 模型輔助回答的知識庫資料建立與清整
- 利用模型建立大量測試問答模擬實際問答
- 用戶問題過濾與評估模型回答結果
- 藉由RAGAs讓模型自我評估
模型訓練：
- 微調MacBERT使其具有糾錯字能力
- 微調MacBERT使其具有簡繁轉換能力
資訊工程師
Daan District, Taipei City, Taiwan
工作專長
python、MySQL、Linux
中文文字分析與作者歸屬
社群網路分析研究
網路爬蟲與資料彙整
過往研究專案
中華電信智能標籤案資料建模
- 用戶瀏覽網頁喜好分類並進行廣告投放
全聯與各銷售通路關聯分析
- 各通路銷額銷量排行與使用桑基圖觀察忠實客戶的流動
果實媒體爬蟲網頁標籤建模
- 用戶瀏覽網頁爬取並進行關鍵字爬取與分類貼標
iCHEF交易明細資料餐廳貼標建模分析
- 各類餐飲在不同指標(日期、地區、用餐方式等)的呈現
發票通路研究系統指標建模
- 各通路發票銷售產品分類與各項指標下相互比較
Education
