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CakeResume Talent Search

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Taiwan
New Taipei City, Taiwan
Taipei, Taiwan
台灣
新北市, 台灣
IT
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Less than 1 year
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4-6 years
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Illinois Institute of Technology
Taipei, Taiwan
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Data Scientist, Data Analyst, Machine Learning Engineer
Sr. Product Manager
Bachelor of Science (BS)
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2016
2008
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Off
Select all
CATCHPLAY - FOR MOVIE LOVERS, BY MOVIE LOVERS.
Cheetah Mobile（獵豹移動）, Beijing
Coffee Time Studio
NIO (上海蔚來汽車), Shanghai
PChome Online Inc, Taipei
Trend Micro, Taipei
Usability Testing & Evaluation Center, IIT, Chicago
Yahoo Inc
人工智慧製造研發中心
喬⼭健康科技股份有限公司
Interested in working remotely
Part-time freelancer
English - Fluent
English - Professional
English
4-6 years
6-10 years
10-15 years
More than 15 years
Taipei, Taiwan
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  • Show all experiences
Avatar of 陳奕妤.
Avatar of 陳奕妤.
陳奕妤
Past
Senior Data Analyst @趨勢科技
・
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
view APP usage - app usage tree view is designed to let users be able to easily get customer’s usage data. Skill : Microsoft SQL Server · Kusto Query Language (KQL) · Azure Databricks · Microsoft Azure Dashboard · Tableau · Microsoft Power BI · Data Cubes · pySpark · Git Data Analyst • Bank SinoPac OctNov 2022 Personalized recommendation system on official website. Using machine learning model to find the potential customers, total uplift 20% click rate and 6% conversion rate, find out the important features to help business stakeholders give the proper campaign to different customers. Integrate user's transaction data, online behavior data, interest
python
R
SQL
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
・
統計資訊學系
Avatar of Jackie Lin.
Avatar of Jackie Lin.
Jackie Lin
Product Manager @PChome Online Inc, Taipei
・
2002 ~ 2006
Sr. Product Manager
Within two months
Jackie Lin 8 years hand-on experience in digital product management Product design planning on mobile app & desktop web Cross-region communication co-operation Sr. Product Manager Taipei，TW [email protected] 工作經歷 NIO (上海蔚來汽車), Shanghai, Sr. Product Manager, Jun 2017 ~ AprActed a Product Owner to oversee digital product management on Discovery module including Content, Social, Recommendation Features & accompanying backend operation system on NIO app - Owned & planned product roadmap &strategy to meet business goal & operation requirements. Led cross function team to conduct fill lifecycle of product management
Product Management
User Experience Design
User Research
Full-time / Interested in working remotely
6-10 years
Illinois Institute of Technology
・
Technical Communication

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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Teamwork
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Leadership
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Within one month
Avatar of 黃耀慶.
黃耀慶
Machine Learning Engineer
Logo of LINE Taiwan Limited.
LINE Taiwan Limited
・
2021 ~ Present
Taipei City, Taiwan
Professional Background
Current status
Unemployed
Job Search Progress
Not open to opportunities
Professions
Machine Learning Engineer
Fields of Employment
Software
Work experience
2-4 years
Management
None
Skills
Python
Machine Learning
Languages
Chinese
・
Native or Bilingual
English
・
Intermediate
Job search preferences
Positions
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
Job types
Full-time
Locations
台灣台北
Remote
Interested in working remotely
Freelance
No
Educations
School
中原大學
Major
資訊工程學系
Print

黃耀慶

喜歡數據，熱愛數據， 擅長用數據， 解釋商業邏輯。
曾在SHOPLINE、FunNow搭建商品推薦系統，
也曾用數據的力量，協助互動創新在嘖嘖創下 600多萬的募資紀錄。 
在學時， 也在各高中兼任創客/程式講師， 
希望將熱情與實踐的力量傳達出去。

Phone: 0965180312 
Email: [email protected] 

Work Experience

Data Engineer  •  SHOPLINE

 2019/11 - Present

  1. 使用Pyspark ， 建立商品推薦系統 ， 並處理大量計算和Cold-start問題。 
  2. 使用Airflow， 開發Data pipeline， 並重構訂單相關的計算邏輯。 
  3. 使用Flask，  開發商家數據後台API，實作商品銷售分析、顧客分析等功能。 
  4. 使用 AWS lambda ， 開發商家數據報表匯出功能。 
  5. 優化API和PostgreSQL效能， 大幅縮短商家數據後台的API回應時間。

Data Analyst Intern  •  FunNow

 2019/03 - 2019/09

  1. 利用用戶點擊資料，建立商品推薦系統， 並以A/B testing確認有提升最終購買轉換率1.1%以上。
  2. 用戶/商品分群分析、商品Tag自動標記。
  3. 架設Metabase，提供自助式商業報表，提供即時和客製化的分析報表。
  4. 使用Amplitude進行Retention、Funnel Analysis等分析，提供活動和行銷上的數據需求。
  5. 整合行銷/業務/營運的資料需求，建構公司的資料分析架構，和自動化報表。

Education

中原大學

資訊工程學系 學士學位

  • 畢業專題競賽第一名
  • 在學使用 C/C++ 、Java、Python

2015 - 2019

Skills

Python

  • Pyspark
  • Flask
  • Airflow
  • Web crawler
  • Data processing

Database

  • BigQuery
  • PostgresSQL/MySQL
  • Redis
  • MongoDB

Visualization

  • D3.js/Chart.js/Echart.js
  • matplotlin/seaborn

Mache learning

  • Data preprocssing 
  • Cross Validation
  • Feature Engineering
  • NLP
  • Recommender System
  • Clustering
  • Gradient Boosting

畢業專題-Hackernews視覺化分析網站

Demo URL:  https://www.youtube.com/watch?v=tsBZSgBlpRM
將Hackernerws以文字分析並加以視覺化的分析網站
實作功能：
a.文字網絡關係圖 
b.相似詞趨勢搜尋
c.相似趨勢搜尋
d.相似新聞搜尋
e.相似新聞彙整
d.評論情感分析

Resume
Profile
Print

黃耀慶

喜歡數據，熱愛數據， 擅長用數據， 解釋商業邏輯。
曾在SHOPLINE、FunNow搭建商品推薦系統，
也曾用數據的力量，協助互動創新在嘖嘖創下 600多萬的募資紀錄。 
在學時， 也在各高中兼任創客/程式講師， 
希望將熱情與實踐的力量傳達出去。

Phone: 0965180312 
Email: [email protected] 

Work Experience

Data Engineer  •  SHOPLINE

 2019/11 - Present

  1. 使用Pyspark ， 建立商品推薦系統 ， 並處理大量計算和Cold-start問題。 
  2. 使用Airflow， 開發Data pipeline， 並重構訂單相關的計算邏輯。 
  3. 使用Flask，  開發商家數據後台API，實作商品銷售分析、顧客分析等功能。 
  4. 使用 AWS lambda ， 開發商家數據報表匯出功能。 
  5. 優化API和PostgreSQL效能， 大幅縮短商家數據後台的API回應時間。

Data Analyst Intern  •  FunNow

 2019/03 - 2019/09

  1. 利用用戶點擊資料，建立商品推薦系統， 並以A/B testing確認有提升最終購買轉換率1.1%以上。
  2. 用戶/商品分群分析、商品Tag自動標記。
  3. 架設Metabase，提供自助式商業報表，提供即時和客製化的分析報表。
  4. 使用Amplitude進行Retention、Funnel Analysis等分析，提供活動和行銷上的數據需求。
  5. 整合行銷/業務/營運的資料需求，建構公司的資料分析架構，和自動化報表。

Education

中原大學

資訊工程學系 學士學位

  • 畢業專題競賽第一名
  • 在學使用 C/C++ 、Java、Python

2015 - 2019

Skills

Python

  • Pyspark
  • Flask
  • Airflow
  • Web crawler
  • Data processing

Database

  • BigQuery
  • PostgresSQL/MySQL
  • Redis
  • MongoDB

Visualization

  • D3.js/Chart.js/Echart.js
  • matplotlin/seaborn

Mache learning

  • Data preprocssing 
  • Cross Validation
  • Feature Engineering
  • NLP
  • Recommender System
  • Clustering
  • Gradient Boosting

畢業專題-Hackernews視覺化分析網站

Demo URL:  https://www.youtube.com/watch?v=tsBZSgBlpRM
將Hackernerws以文字分析並加以視覺化的分析網站
實作功能：
a.文字網絡關係圖 
b.相似詞趨勢搜尋
c.相似趨勢搜尋
d.相似新聞搜尋
e.相似新聞彙整
d.評論情感分析