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Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
・
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Python
Power BI
Data Analytics
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
・
Mechanical Engineering
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Senior Media & PR Executive @香港商克麗絲汀迪奧 Christian Dior
・
2023 ~ Present
CRM / Digital Marketing / Data Analysis
Within two months
Photoshop
Illustrator
After Effects
Employed
・
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東吳大學
・
資訊管理學系
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Avatar of Vu Nguyen Ngoc Quang.
Vu Nguyen Ngoc Quang
Past
Mobile App Developer @Apple Inc.
・
2014 ~ Present
Lead Infrastructure Engineer
Within two months
for performance and scalability. Developed databases that supported Web applications and Web sites. Developed system interaction and sequence diagrams. Big Data Engineer • Freelancer JuneJuly 2023 Built machine learning models using TensorFlow and Scikit-Learn libraries for predictive analysis of customer behavior. Designed and implemented a scalable data warehouse architecture using Apache Cassandra, PostgresDB, and Redis. Optimized database performance by tuning queries in SQL Server, Oracle and PostgreSQL databases. Implemented efficient data processing algorithms on large datasets with Apache Spark, MapReduce, and Pandas Python. Created dashboards in Tableau Desktop Professional Edition to visualize complex
Machine learning
Virtualization Technologies
Pandas Python
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6-10 years
Avatar of Garfield Yeh.
Avatar of Garfield Yeh.
Garfield Yeh
商業分析師、數據分析師 @國泰世華商業銀行
・
2020 ~ Present
大數據分析師、統計分析師、商業分析師、市場分析師
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葉 孟儒 Garfield 商業分析 • 數據 分析 • 流程設計 • 專案管理  Taipei，TW | [email protected] 技能&工具 專案管理 Trello｜MS Office｜XMind | InVision｜Digwin ERP｜ 資料分析 Tableau | Teradata| Python | SQL | GA | A/B Testing | 利害關係人分析｜使用者旅程圖｜ 其他 Stable Diffusion|Prompt Engineering TOEIC 700 |Powtoon | PowerDirect 威力導演 | 工作經歷 國泰世華銀行 數位數據暨科技發
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國立交通大學 National Chiao Tung University
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Avatar of Pascale Vallee.
Pascale Vallee
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2024 ~ Present
DEI Director
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Pascale Vallee, MPH Manager at Quality Management, Liberty Resources Inc// [email protected] With nearly a decade of proven leadership and program management, and with a background in rhetoric, pedagogy, and public health, my strengths and passions position me to excel in areas such as public speaking; program design, management, implementation, and evaluation; data analysis; knowledge translation; talent development; as well as diversity, equity, and inclusion (DEI) initiatives. https://www.linkedin.com/in/pascale-vallee Work Experience Liberty Resources 2015-present Liberty Resources, Inc. is a
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Avatar of Nguyễn Lê Minh Duy.
Nguyễn Lê Minh Duy
Supply Chain Regional Leader @Capital Lead LLP Asia Pacific - VNAT - DHL Supply Chain
・
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processes, enhance efficiency, and maintain consistency across regions. Developed and executed regional supply chain strategies to fit and adapt customer demand promptly and effective. Negotiated contracts with warehouse equipment and technology vendors, ensuring cost-effectiveness and alignment with warehouse optimization goals. Implemented robust demand planning processes, leveraging data analysis and forecasting techniques to optimize inventory levels and minimize stockouts, collaboration with IT BA to understand and deliver the on-demand solution using SQL, tablaue and python as core solving. Helped identify and facilitate the qualification of new, alternate, and/or localized suppliers for key applicable
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LinkedIn Learning
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陳奕妤
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Cathy Chen Sr. Data Analyst Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL , R , Python and data analytics tools. Data Scientist, Data Analyst Taipei, Taiwan [email protected] Experience Sr. Data Analyst • TrendMicro NovNow Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, report and dashboard. Cross app data tracking and user journey analysis. VisionOne customers engagement score - the metrics can help fields to
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輔仁大學 Fu Jen Catholic University
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統計資訊學系
Avatar of Justin Liu.
Avatar of Justin Liu.
Justin Liu
Manager @GOMAJI 夠麻吉
・
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Justin Liu GOMAJI 夠麻吉 經理 A technical leader with extensive IT management experience, skilled in driving technological innovation, optimizing development processes, and leading cross-functional teams to achieve business objectives. In my previous roles, I successfully led a team of 10, including web developers, App developers, DevOps, data engineers, and API developers, to accomplish several key projects. I have a profound understanding and practical experience in technical architecture, cloud architect solutions(GCP and AWS), CI/CD and Docker, and data analytics, and committed to enhancing team efficiency and product quality. 具有豐
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Shih Hsin University
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黃雅萱
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・
2021 ~ 2024
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Netherlands [email protected] YMCA JapaneseNational Kaohsiung University of Hospitality and Tourism MICE Marketing Work experience Emporium Corporation https://www.emporium.com.tw/about.php Product Development Specialist DecApril 2024 Managed end-to-end processes for product development, including cost analysis, data analytics, and logistics planning for import and export via air and sea freight. Conducted product testing, coordinated import procedures, and oversaw component inspections to ensure product compliance. Represented the company during overseas business trips to the United States, South Korea, and Thailand, conducting market research both online
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2020 ~ 2024
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Avatar of 于正龍.
于正龍
Ai engineer
Logo of 明志科技大學.
明志科技大學
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Taiwan
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Ka6hym5vfbi5q3wmz4cr

于正龍

現於明志科大工作職稱為:AI工程師

擅長領域:數據分析,資料科學,機器學習,深度學習,強化學習,微積分，線性代數，統計，最佳化

台灣新竹縣
Email : [email protected]

Tel : 0986829086

Skill

python函式庫:

pandas,seaborn,matplotlib,

sklearn,xgboost,jax,tensorflow,

streamlit,numpy,keras.pytorch

其它工具:

R,C#,C++,SQLite,

AWS,github,Linux,

Azure,GCP,PowerBI,

Excel,Word,Drawio

相關證照

microsoft:
1.professional program data science 
2.DAT263x Artificial Intelligence 
coursera:
1.Reinforcement Learning

學歷

Tibame中央大學人工智慧應用工程師班, 學生 , 主修 Machine learning, 2018 ~ 2019

專題 : AI 雲端智慧選股系統(Python)

彰化師範大學, 學士學位, 工業教育(電機專長), 2012 ~ 2016

專題 : LCD電子溫度鬧鈴時鐘(8051)

忠信高中, 高中文憑, 電機, 2009 ~ 2012

班排 : top5
專題音樂盒

專題 AI 雲端智慧選股系統

專案流程

資料收集:使用pytho爬蟲爬取歷史金融數據,使用SQLite儲存資料

資料整理:使用numpy,pandas等套件整理數據,移除NA_value,填滿NA_value,或離群值處理

資料探索:繪圖套件seaborn,matplotlib,繪製scatter圖,直方圖觀察數據分布,或用.corr()方法觀察feature relation

特徵轉換:用Normalization或scaled或用Trend Deterministic Data Preparation技術做feature transforming
建立模型:嘗試使用 ANN/SVM/LSTM/RF/XGB各種模型,對trainset進行supervised learning 
模型評估:觀察其accuracy,F1-score,confusion matrix,feature importance,及真實歷史數據回測

網頁建立:使用Flask及Dash和pandas-datareader套件製作簡單的選股網頁,提供選股建議 
雲端部屬:將網頁server部屬至AWS EC2虛擬主機,並建立IAM role 來管理有效保護資料安全

工作經歷

明志科大, 人工智慧工程師, Apr 2019 ~ Jul 2022

1.Implemented algorithms combine wasserstein gan and adversarial discriminative domain adaptation Design a novel multi-objective regression algorithm to solve the problem of industrial process production volume prediction

2.using the idea of deep deterministic policy gradient and surrogate model optimazation develop an optimal engineering operations strategy to improve plant operations 

3.using bidirectional encoder representations from transformers and simhash algorithms to implement a data-driven document search system replaces the company's existing rule-based expert system

家教網, 家庭教師, Sep 2018 ~ Apr 2019

數學/理化/英文 一對一教學

豪祐科技(Eaton UPS經銷商), 客服工程師, Nov 2017 ~ Jul 2018

UPS安裝/清潔/保養/故障排除,客戶關係維持

力成科技, 設備工程師, Sep 2016 ~ Jun 2017

IC製程封裝設備之維護保養和故障排除,主管交辦事項

專案與比賽經歷

1.中華郵政大數據競賽, 

2.AI 雲端智慧選股系統(Tibame中央大學人工智慧工程師班結訓專案作品),

3.玉山人工智慧公開挑戰賽2019秋季賽 真相只有一個(信用卡盜刷偵測)(名次top5%)

4.Tomofun 狗音辨識 AI 百萬挑戰賽(名次top15%)

5.玉山人工智慧公開挑戰賽2021冬季賽 - 信用卡消費類別推薦(名次top3%)


Paragraph image 03 00@2x
microsoft professional program
data science certificate
Paragraph image 03 00@2x
Reinforcement Learning

于正龍

I have three years of work experience related to artificial intelligence
And the experience of machine learning application in the stock market

大數據分析,資料科學家,資料工程師,AI工程師
Taipei Special Municipality，TW
[email protected]

Resume
Profile
Print
Ka6hym5vfbi5q3wmz4cr

于正龍

現於明志科大工作職稱為:AI工程師

擅長領域:數據分析,資料科學,機器學習,深度學習,強化學習,微積分，線性代數，統計，最佳化

台灣新竹縣
Email : [email protected]

Tel : 0986829086

Skill

python函式庫:

pandas,seaborn,matplotlib,

sklearn,xgboost,jax,tensorflow,

streamlit,numpy,keras.pytorch

其它工具:

R,C#,C++,SQLite,

AWS,github,Linux,

Azure,GCP,PowerBI,

Excel,Word,Drawio

相關證照

microsoft:
1.professional program data science 
2.DAT263x Artificial Intelligence 
coursera:
1.Reinforcement Learning

學歷

Tibame中央大學人工智慧應用工程師班, 學生 , 主修 Machine learning, 2018 ~ 2019

專題 : AI 雲端智慧選股系統(Python)

彰化師範大學, 學士學位, 工業教育(電機專長), 2012 ~ 2016

專題 : LCD電子溫度鬧鈴時鐘(8051)

忠信高中, 高中文憑, 電機, 2009 ~ 2012

班排 : top5
專題音樂盒

專題 AI 雲端智慧選股系統

專案流程

資料收集:使用pytho爬蟲爬取歷史金融數據,使用SQLite儲存資料

資料整理:使用numpy,pandas等套件整理數據,移除NA_value,填滿NA_value,或離群值處理

資料探索:繪圖套件seaborn,matplotlib,繪製scatter圖,直方圖觀察數據分布,或用.corr()方法觀察feature relation

特徵轉換:用Normalization或scaled或用Trend Deterministic Data Preparation技術做feature transforming
建立模型:嘗試使用 ANN/SVM/LSTM/RF/XGB各種模型,對trainset進行supervised learning 
模型評估:觀察其accuracy,F1-score,confusion matrix,feature importance,及真實歷史數據回測

網頁建立:使用Flask及Dash和pandas-datareader套件製作簡單的選股網頁,提供選股建議 
雲端部屬:將網頁server部屬至AWS EC2虛擬主機,並建立IAM role 來管理有效保護資料安全

工作經歷

明志科大, 人工智慧工程師, Apr 2019 ~ Jul 2022

1.Implemented algorithms combine wasserstein gan and adversarial discriminative domain adaptation Design a novel multi-objective regression algorithm to solve the problem of industrial process production volume prediction

2.using the idea of deep deterministic policy gradient and surrogate model optimazation develop an optimal engineering operations strategy to improve plant operations 

3.using bidirectional encoder representations from transformers and simhash algorithms to implement a data-driven document search system replaces the company's existing rule-based expert system

家教網, 家庭教師, Sep 2018 ~ Apr 2019

數學/理化/英文 一對一教學

豪祐科技(Eaton UPS經銷商), 客服工程師, Nov 2017 ~ Jul 2018

UPS安裝/清潔/保養/故障排除,客戶關係維持

力成科技, 設備工程師, Sep 2016 ~ Jun 2017

IC製程封裝設備之維護保養和故障排除,主管交辦事項

專案與比賽經歷

1.中華郵政大數據競賽, 

2.AI 雲端智慧選股系統(Tibame中央大學人工智慧工程師班結訓專案作品),

3.玉山人工智慧公開挑戰賽2019秋季賽 真相只有一個(信用卡盜刷偵測)(名次top5%)

4.Tomofun 狗音辨識 AI 百萬挑戰賽(名次top15%)

5.玉山人工智慧公開挑戰賽2021冬季賽 - 信用卡消費類別推薦(名次top3%)


Paragraph image 03 00@2x
microsoft professional program
data science certificate
Paragraph image 03 00@2x
Reinforcement Learning

于正龍

I have three years of work experience related to artificial intelligence
And the experience of machine learning application in the stock market

大數據分析,資料科學家,資料工程師,AI工程師
Taipei Special Municipality，TW
[email protected]