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凌誠科技股份有限公司
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Data Engineer @Rooit Inc. (XO App)
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2023 ~ 2023
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
Python
Data Analysis
Data Science
Unemployed
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6-10 years
中國醫藥大學(China Medical University)
・
臨床醫學研究所
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傅群
Data Science Competition Participant @Self-Employed
・
2020 ~ Present
資料科學家
Within one month
門子永續技術黑客松:”Swarm Behaviour on the Grid”, 第一名 (團隊成員,獲得5,000歐元台灣AIGO:透過身體組成與健身數據AI智能健身訓練課程推薦系統, 優勝隊伍 (團隊隊長, 獲得10,000美元年Kaggle社區競賽：大規模能源異常檢測, 第一名（獨立參賽）智慧農業數位分身創新
Microsoft Office
python
machine learning
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4-6 years
National University of Singapore
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Department of building
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Avatar of Zheng Tzer Lee (李政澤).
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Zheng Tzer Lee (李政澤)
Consultant @Startup
・
2023 ~ 2024
Pre-sales/PM/Business Consultant/Business Analyst/System Analyst
Within one month
化業務開發環節 • 透過 Tableau Server 建置公司資料倉庫 • 使用 Python 和 Tableau Prep 自動化 ETL，建立datapineline • 領導 A/B 測試設計與執行 Data Science 專案 • 開發推薦系統 • 和開發團隊一起開發内部 CRM 系統 • 實施會員經營管理，和會員終身價值預測 結果 • eDM 點擊率提高兩位數 • 線上轉換
Python
Tableau Prep/Tableau Desktop
ETL
Employed
・
Ready to interview
Full-time / Not interested in working remotely
4-6 years
Fu Jen Catholic University
・
Brand and Fashion Management
30+
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李昀庭
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AI Engineer @Playsee
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2022 ~ Present
資料分析師、資料科學家、產品經理
Within one month
李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片
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Project Management
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4-6 years
National Cheng Kung University
・
心理所（認知科學所）
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黃上銘
資深前端工程師 @東森慕德科技股份有限公司
・
2022 ~ Present
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Within two months
社群軟體，提供使用者紀錄生活體驗、發布真實評價，藉由 MOOD App 裡快問快答的功能，尋求廣告網友的經驗分享，並透過個人化推薦系統發掘更多感興趣話題。 MOOD App 是採用 Hybrid 的方式開發，在 MOOD App 所擔任的工作: 前端實作仿 App 的元件與功能，例: App 中的 action
vue.js
JavaScript
Webpack
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6-10 years
輔仁大學
・
影像處理
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資料科學家 主任 @太古汽車集團_英屬維京群島商太古國際汽車股份有限公司台灣分公司
・
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer, Supply Chain Manager, Data Science Manager,
Within one month
SEO Optimization
SEO strategy
Google Analytics
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
麻省理工學院Massachusetts Institute of Technology
・
Data Science and Machine Learning
Avatar of 陳惠龍.
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陳惠龍
Data science lecturer @Ittraining
・
2020 ~ Present
Data Scientist 資料科學家_數據分析師
Within one month
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
nlp-rasa
recommender system
pytorch tensorflow
Employed
・
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
・
School of civil engineering (Stochastic & statistical hydrology)
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後端工程師 @CYBERBIZ 順立智慧股份有限公司
・
2022 ~ Present
資深軟體工程師
Within one month
Linux
Web Development
Docker
Employed
・
Open to opportunities
Full-time / Remote Only
6-10 years
高雄應用科技大學(現併為高雄科技大學)
・
資訊管理
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張逸
Backend Engineer @酷訊搜索股份有限公司
・
2021 ~ Present
軟體工程師
Within one month
Docker, Travis) 驗證並修正主播開播時數報表薪資計算 (Pandas, MySql) API 效能優化使其減少 50% 的 DB 效能負擔 (Flask, Redis) Ovomedia, software engineer~AI 電視機上盒節目推薦系統主要開發者~建立網站蒐集推薦系統需要的節目標籤資料 (Django, Bootstrap, jQuery) 與臺科大 AI 中心合作撰寫推薦系統核心 (Keras, Pandas
Python
git
Docker
Employed
・
Open to opportunities
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4-6 years
政治大學
・
資訊科學
Avatar of Chin Ya Chang.
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Chin Ya Chang
Senior Software Engineer @International Integrated Systems, Inc.(IISI)
・
2020 ~ Present
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
Chin Ya Chang Machine Learning Engineer New Taipei City , Taiwan [email protected] Current Position: AI Team - Software Engineer at the Central Weather Bureau, specializing in machine learning. Tasks include image generation, numerical prediction, data calibration, recommendation systems, and text generation using data from satellites, radar, and geographic information. I stay updated on AI advancements by studying research papers and implementing new approaches into projects. Recently, I've focused on deploying Large Language Models (LLM) in customer-oriented chatbots. Proficient in Docker for establishing and maintaining development environments, deploying projects to client environments.
Python
PyTorch
Machine Learning
Employed
・
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Full-time / Interested in working remotely
4-6 years
私立中原大學 Chung Yuan Christian University
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Within one month
Avatar of Zheng Tzer Lee (李政澤).
Zheng Tzer Lee (李政澤)
Senior Consultant (Business Intelligence)
Startup
・
2023 ~ 2024
Malaysia
Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Data Analyst, Project Manager, Consultant
Fields of Employment
IT / Digital, Retail, Pharmaceutical / Biotech
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Python
Tableau Prep/Tableau Desktop
ETL
Data Visualization
Data Pipelines
Data Analysis
Machine Learning
Project Management
Languages
English
・
Professional
Chinese
・
Native or Bilingual
Malay
・
Fluent
Job search preferences
Positions
Pre-sales/PM/Business Consultant/Business Analyst/System Analyst
Job types
Full-time
Locations
Malaysia, Taiwan, Singapore
Remote
Not interested in working remotely
Freelance
No
Educations
School
Fu Jen Catholic University
Major
Brand and Fashion Management
Print

Zheng Tzer Lee (李政澤)

馬來西亞人 | 居住在台灣
0912439747 | [email protected]
https://www.linkedin.com/in/zhengtzer

• Experiences : Pharmaceutical, Ecom, Retail
• Projects : Commercial IT system, business intelligence data analytics
• Know-how : Discover user pain point and pre-sales design; Client pitching; Cross domain know-how from business, dev, data, cloud infra; Bridge and align cross-function cross-region teams towards goals

Work Experience

Consultant  •  Startup

October 2023 - February 2024  |  Taipei, Taiwan

• 統整資源促進新創發展於私立教育部的創新人工智慧項目
• 調整產品進行 Product market fit
• 驗證 Business model 進行 Proof of business


Senior Consultant (Business Intelligence)  •  NTT DATA Taiwan

April 2021 - April 2023  |  Taipei, Taiwan

背景
• 製藥客戶 Viatris（Pfizer-Upjohn 合併 Mylan）擔任 Commercial IT Business Analyst，協助落地多個 global/local IT 和 Data 專案；專案執行前的規劃、執行中的對接、上線後的功能迭代
• 負責 pre-sales/solution design；跨團隊 solution consulting；client pitching；透過客戶痛點識別潛在盈利機會

IT 系統專案
• Business requirement 到 technical requirement 撰寫；系統上線品質測試；規劃使用者溝通及培訓設計
• 負責整合測試和新功能上綫
• 設計 test case；主導 UAT 和用戶簽核
• 協調對接跨區域-跨部門的溝通，以確保滿足用戶需求和品質標準
• Salesforce CRM 系統的 SME（subject matter expert）；領導系統 BAU，解決用戶質詢並識別系統的 root cause，連接 product team 和 support team 的持續改進
• 確保GRC（governance, risk and compliance）與業務實施保持一致

Data 專案
• 主導 IQVIA 資料系統平台的遷移，透過 Tableau 和 Python 對平台的資料系統進行逆向工程，為客戶建立雲端資料庫（Azure）進行用戶自助分析（Self-service analytics）
• 主導高階主管和 100+ 用戶，從 Excel 報表升級到 Tableau 儀表板的轉型
• 協調跨職能團隊以確保專案準時交付；設計培訓，change management 和 solution improvement
• 準備商業需求文件（BRD）和功能需求文件（FRS）
• 負責MDM（master data management）的資料整合

成果
• 透過引入自助式 Tableau 分析解決方案，降低客戶和專案成本
• 獲頒 2022 年最佳表現者之一
• 增加2位顧問作為資源協助客戶的專案； 輔導新顧問



Business Data Analyst (Recommendation System Engineer)  •  良興股份有限公司

March 2019 - July 2020  |  New Taipei City, Taiwan

背景
• 公司進行數位轉型
• 領導數據發展部的數據專案

Data Analytics 專案
• 負責市場洞察挖掘和驗證，從研究設計到商業應用
• 現場客戶觀察與深度訪談
• 透過線上線下顧客行為分析，驗證市場機會
• 個案研究與產業趨勢分析
• 整合內部資料與台灣政府的 Open data，自動化業務開發環節
• 透過 Tableau Server 建置公司資料倉庫
• 使用 Python 和 Tableau Prep 自動化 ETL，建立datapineline
• 領導 A/B 測試設計與執行

Data Science 專案
• 開發推薦系統
• 和開發團隊一起開發内部 CRM 系統
• 實施會員經營管理，和會員終身價值預測

結果
• eDM 點擊率提高兩位數
• 線上轉換率提升 11%
• 自動化業務開發環境


Business Analyst (AIoT)  •  NANRONG GROUP 喃嵘集团

March 2018 - December 2018  |  Shanghai, China

公司通過國家級農業項目，配合一帶一路政策進行轉型

職責
• 產業趨勢分析，全球案例研究
• AIoT項目策劃和調研
• 追踪中國和東南亞政府政策及法規，挖掘產業機會點

成果
• 數據挖掘到亞洲市場切入點，擬定業務發展方向
• 發現產業動態的關鍵指標，預測市場需求

Project Lead  •  Venture for Tomorrow

January 2016 - December 2017  |  Malaysia

背景
• 社會企業 - 幫助參與者透過解決實際問題來建構邏輯思維

商業專案
1. 擬定產學餐飲合作
• 帶領參與者進行量化和質化的研究設計、MVP 測試
• 驗證新市場區隔

結果
• 餐廳銷售額成長316%
• 為參與者創造了獨特的就業機會

2. 設計高中新課程
• 開發了新的【創意課程】，並成功納入官方課程

結果
• 學業成績提升 7%

Education

Fu Jen Catholic University

Brand and Fashion Management  •  2013 - 2015

• First class，獲全額獎學金
• 全英語國際班

Universiti Tunku Abdul Rahman (UTAR)

Mass Communication (Advertising)  •  2006 - 2009

Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.

Skills

  • Python
  • Tableau （Tableau Prep/Tableau Desktop）
  • ETL / Data Pipelines
  • Data Visualization / Data Analysis
  • Machine Learning

Languages

  • English — Professional
  • Chinese — Native or Bilingual
  • Malay — Fluent
Resume
Profile
Print

Zheng Tzer Lee (李政澤)

馬來西亞人 | 居住在台灣
0912439747 | [email protected]
https://www.linkedin.com/in/zhengtzer

• Experiences : Pharmaceutical, Ecom, Retail
• Projects : Commercial IT system, business intelligence data analytics
• Know-how : Discover user pain point and pre-sales design; Client pitching; Cross domain know-how from business, dev, data, cloud infra; Bridge and align cross-function cross-region teams towards goals

Work Experience

Consultant  •  Startup

October 2023 - February 2024  |  Taipei, Taiwan

• 統整資源促進新創發展於私立教育部的創新人工智慧項目
• 調整產品進行 Product market fit
• 驗證 Business model 進行 Proof of business


Senior Consultant (Business Intelligence)  •  NTT DATA Taiwan

April 2021 - April 2023  |  Taipei, Taiwan

背景
• 製藥客戶 Viatris（Pfizer-Upjohn 合併 Mylan）擔任 Commercial IT Business Analyst，協助落地多個 global/local IT 和 Data 專案；專案執行前的規劃、執行中的對接、上線後的功能迭代
• 負責 pre-sales/solution design；跨團隊 solution consulting；client pitching；透過客戶痛點識別潛在盈利機會

IT 系統專案
• Business requirement 到 technical requirement 撰寫；系統上線品質測試；規劃使用者溝通及培訓設計
• 負責整合測試和新功能上綫
• 設計 test case；主導 UAT 和用戶簽核
• 協調對接跨區域-跨部門的溝通，以確保滿足用戶需求和品質標準
• Salesforce CRM 系統的 SME（subject matter expert）；領導系統 BAU，解決用戶質詢並識別系統的 root cause，連接 product team 和 support team 的持續改進
• 確保GRC（governance, risk and compliance）與業務實施保持一致

Data 專案
• 主導 IQVIA 資料系統平台的遷移，透過 Tableau 和 Python 對平台的資料系統進行逆向工程，為客戶建立雲端資料庫（Azure）進行用戶自助分析（Self-service analytics）
• 主導高階主管和 100+ 用戶，從 Excel 報表升級到 Tableau 儀表板的轉型
• 協調跨職能團隊以確保專案準時交付；設計培訓，change management 和 solution improvement
• 準備商業需求文件（BRD）和功能需求文件（FRS）
• 負責MDM（master data management）的資料整合

成果
• 透過引入自助式 Tableau 分析解決方案，降低客戶和專案成本
• 獲頒 2022 年最佳表現者之一
• 增加2位顧問作為資源協助客戶的專案； 輔導新顧問



Business Data Analyst (Recommendation System Engineer)  •  良興股份有限公司

March 2019 - July 2020  |  New Taipei City, Taiwan

背景
• 公司進行數位轉型
• 領導數據發展部的數據專案

Data Analytics 專案
• 負責市場洞察挖掘和驗證，從研究設計到商業應用
• 現場客戶觀察與深度訪談
• 透過線上線下顧客行為分析，驗證市場機會
• 個案研究與產業趨勢分析
• 整合內部資料與台灣政府的 Open data，自動化業務開發環節
• 透過 Tableau Server 建置公司資料倉庫
• 使用 Python 和 Tableau Prep 自動化 ETL，建立datapineline
• 領導 A/B 測試設計與執行

Data Science 專案
• 開發推薦系統
• 和開發團隊一起開發内部 CRM 系統
• 實施會員經營管理，和會員終身價值預測

結果
• eDM 點擊率提高兩位數
• 線上轉換率提升 11%
• 自動化業務開發環境


Business Analyst (AIoT)  •  NANRONG GROUP 喃嵘集团

March 2018 - December 2018  |  Shanghai, China

公司通過國家級農業項目，配合一帶一路政策進行轉型

職責
• 產業趨勢分析，全球案例研究
• AIoT項目策劃和調研
• 追踪中國和東南亞政府政策及法規，挖掘產業機會點

成果
• 數據挖掘到亞洲市場切入點，擬定業務發展方向
• 發現產業動態的關鍵指標，預測市場需求

Project Lead  •  Venture for Tomorrow

January 2016 - December 2017  |  Malaysia

背景
• 社會企業 - 幫助參與者透過解決實際問題來建構邏輯思維

商業專案
1. 擬定產學餐飲合作
• 帶領參與者進行量化和質化的研究設計、MVP 測試
• 驗證新市場區隔

結果
• 餐廳銷售額成長316%
• 為參與者創造了獨特的就業機會

2. 設計高中新課程
• 開發了新的【創意課程】，並成功納入官方課程

結果
• 學業成績提升 7%

Education

Fu Jen Catholic University

Brand and Fashion Management  •  2013 - 2015

• First class，獲全額獎學金
• 全英語國際班

Universiti Tunku Abdul Rahman (UTAR)

Mass Communication (Advertising)  •  2006 - 2009

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Skills

  • Python
  • Tableau （Tableau Prep/Tableau Desktop）
  • ETL / Data Pipelines
  • Data Visualization / Data Analysis
  • Machine Learning

Languages

  • English — Professional
  • Chinese — Native or Bilingual
  • Malay — Fluent