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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.
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Hire
陳漢堂
資料科學家
專業強項
1.資料收集、非結構化數據處理、優化RAG相關指標。
對特徵工程自定義處理流程(特徵衍生與篩選)
2.熟悉數據指標建設 、數據可視化、撰寫SQL分析資料
在精藤股份有限公司時,我曾協助為公司的線上業務構建AB測試挑選邏輯(APP行為、店舖購買行為、標籤交易強度..)
,有效提升5%直接購買率。
3.熟悉生成式AI工作流構建
應用生成式AI於討論區評論,透過設計完善的工作流,精準分析用戶對商品的好評壞評以及痛點。
個人優勢:
1.熟悉機器學習模型(XGBoost、Lighgbm、CatBoost. ..),可解釋性以及效果優化
2.熟悉 RESTful API設計、模型部署和維護、雲端API服務(Azure、GCP)
3.熟悉網頁爬蟲(多線程、動態網頁..等技術 )以及數據可視化
4. Docker安裝與部署
精藤股份有限公司
台北市職能發展學院
台北市, 台灣
Taiwan
Professional Background
- Current statusUnemployed・Ready to interview
- ProfessionData Scientist・Machine Learning Engineer
- FieldsArtificial Intelligence / Machine Learning
- Work experience6-10 years (6-10 years relevant)
- ManagementNone
- Skills
- LanguagesEnglish・Beginner
- Highest level of educationBachelor
Job search preferences
- Desired job typeFull-time・Interested in working remotely
- Desired positions
- Desired work locations
- FreelancePart-time freelancer
Work Experience
資料科學家
Taipei City, Taiwan
1、電商爬蟲
自動化定期爬取與報表監控(電商商品價格監控、趨勢分析)
2、自然語言處理
收集熱門話題、長尾詞;提取關鍵字，交叉組合擴充訓練資料
3、機器學習
模型打標以訓練商品分類模型，優化召回度76%->98%
PM
1.數據運營分析
-每日整理產品、營運相關數據，與各部門同事討論解決方案。
-設計 A/B 測試、準備測試數據，產出需求報告和產品優化建議
-深入了解業務場景的數據分析需求，調整數據報告的維度。
通过 A/B 测试分析，優化用戶感興趣的商品標籤，優化產品轉化率 2%。
2.直播時評論機器人
應用評論機器人使直播間的互動量提升了 60%，平均每場直播的觀眾停留時長增加了3分鐘，產品話題熱度在社交媒體平台上的相關話題討論量增長了 15%，成功助力直播銷售轉化率提升了10%。
3.爬蟲、數據分析、自動化腳本
-商品比價 、 商品評價分析,並用pyecharts進行可視化
4.人臉辨識、骨齡檢測
Education
Other
・
商業企劃與虛擬實境應用
Bachelor’s Degree
・
資訊工程