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CakeResume Talent Search

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Taiwan
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Alfred Labs.
BlueTechnology
CATCHPLAY - FOR MOVIE LOVERS, BY MOVIE LOVERS.
Foxconn Technology Group
Intella
QNAP Systems, Inc An International
TOP INFORMATION
Taiwan Taoyuan International Airport
TutorABC
人工智慧製造研發中心
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Taipei, Taiwan
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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
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]rk 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
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 the user.
Avatar of the user.
Available for paid companies
Data Science @Alfred Labs.
・
2017 ~ Present
Within two months
Python
R
SQL
4-6 years
University of Taipei
・
Computer Science
Avatar of Yen-Chen Huang.
Avatar of Yen-Chen Huang.
Yen-Chen Huang
RD Manager @Intella
・
2017 ~ 2021
方案解決設計組 經理
Within one year
Yen-Chen Huang Profile I majored in MIS and have been involved in software industry for almost 10 yrs. Good at learning new technical skills and programing languages. I also learned ways to communicate with clients and satisfy their requirements. Based on full experience on software engineering and being worked on programing, I set out to develop on blockchain and was recruited as a consultant. Due to the decisive, responsible characteristic and be willing to face challenges on job, I was promoted to a manager at my last job. Taipei, Taiwan Tel:Email:onizi1224@
J2EE Application Development
J2EE Web Application Development
Spring MVC
6-10 years
Avatar of the user.
Avatar of the user.
Available for paid companies
Past
Program Manager @Foxconn Technology Group
・
2014 ~ 2015
Product Manager
More than one year
Data Analysis
Technology Management
Marketing Campaign
Unemployed
Full-time / Interested in working remotely
4-6 years
IE Business School
・
International MBA

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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.
Communication
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Leadership
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More than one year
Avatar of 楊佳諭.
楊佳諭
資料工程師 @ iKala Interactive Media Inc.
Logo of iKala Interactive Media Inc..
iKala Interactive Media Inc.
・
2021 ~ Present
台灣台北市
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Scientist
Fields of Employment
Work experience
1-2 years
Management
None
Skills
Python
Git
Tensorflow
Spark
Hadoop
MySQL
R
AWS S3
Machine Learning
Linux
Languages
Chinese
・
Native or Bilingual
English
・
Fluent
Job search preferences
Positions
資料分析師、機器學習工程師、資料工程師
Job types
Full-time
Locations
台灣台北市, 台灣新北市
Remote
Interested in working remotely
Freelance
No
Educations
School
國立成功大學
Major
統計學系
Print

楊佳諭 Lily Yang

機器學習工程師 / 資料分析師

  Taipei, Taiwan    [email protected]

技能

   Python      Git      Tensorflow    Spark      Hadoop 

工作經歷

資料分析師

艾普特媒體有限公司

七月 2020 - Present
Taipei, Taiwan

一頁式電商推薦系統
• 以 pre-trained BERT 模型建立商品標籤庫
• 透過賣家上架商品及消費者瀏覽軌跡，得到個人化的商品標籤及興趣分類
• 優化模型之架構及程式碼，縮短 10% 的執行時間

廣告系統點擊預測優化
• 以 BERT 改善 TFIDF 為基礎的文章貼標模式，使準確率從 50% 上升至 88.4%
• 建構 single-label 及 multi-label 之 BERT 模型
• 訂定網站客製化爬文格式及規範，作為資料搜集之架構基礎
• 重構以 Spark 為核心的程式碼，大幅優化效率、將速度提升 13 倍

Post-Buy & Pre-Buy / 客群分析
• 報表生成之程式碼模組化與流程自動化，減少業務與客戶的溝通成本
• 根據統一發票數據分析商品關聯度，協助客戶掌握目標消費者習性
• 建立 Word2vec 模型，透過相似度掌握關鍵字，幫助撰寫興趣族群分析報告

課後輔導英文教師

永齡教育集團 希望小學

九月 2018 - 六月 2019
Taipei, Taiwan

• 教導國小三至六年級學生 (混齡制)
• 課程規劃與活動策畫
• 基礎英文教學與正確觀念宣導

國際志工

微客國際服務有限公司

七月 2018 - 八月 2018
Taipei, Taiwan

• 在尼伯爾 Bhardev 村莊教導孩子英文與音樂課程
• 學習外語溝通技巧與適應文化能力

國際志工

國立成功大學

二月 2018 - 六月 2018
Taipei, Taiwan

• 參與 NCKU Buddy-Buddy Program
• 協助國際生處理在台事宜

專案

華盛頓特區住宅 房價預測分析

課程：機器學習
程式語言：R、Python
• 資料預處理：大量缺失值處理、離群值去除、資料視覺化
• 特徵工程方法：Stepwise
• 以線性迴歸模型、Random forest 等模型建構房價預測模型

學歷

國立成功大學

統計學系

2016 - 2020

社團活動經歷

九月 2019 - 六月 2020


英語演講社

• 以機器學習為主題作演講
• 多次被評為最佳評審

九月 2019 - 六月 2020

成大形象團

• 學習成為司儀/校園導覽員/禮賓人員
• 接待國際貴賓

七月 2019 - 九月 2019


Philinter Language School

• 遊歷學習英文與宿霧文化
• 體驗當地風俗民情

Resume
Profile
Print

楊佳諭 Lily Yang

機器學習工程師 / 資料分析師

  Taipei, Taiwan    [email protected]

技能

   Python      Git      Tensorflow    Spark      Hadoop 

工作經歷

資料分析師

艾普特媒體有限公司

七月 2020 - Present
Taipei, Taiwan

一頁式電商推薦系統
• 以 pre-trained BERT 模型建立商品標籤庫
• 透過賣家上架商品及消費者瀏覽軌跡，得到個人化的商品標籤及興趣分類
• 優化模型之架構及程式碼，縮短 10% 的執行時間

廣告系統點擊預測優化
• 以 BERT 改善 TFIDF 為基礎的文章貼標模式，使準確率從 50% 上升至 88.4%
• 建構 single-label 及 multi-label 之 BERT 模型
• 訂定網站客製化爬文格式及規範，作為資料搜集之架構基礎
• 重構以 Spark 為核心的程式碼，大幅優化效率、將速度提升 13 倍

Post-Buy & Pre-Buy / 客群分析
• 報表生成之程式碼模組化與流程自動化，減少業務與客戶的溝通成本
• 根據統一發票數據分析商品關聯度，協助客戶掌握目標消費者習性
• 建立 Word2vec 模型，透過相似度掌握關鍵字，幫助撰寫興趣族群分析報告

課後輔導英文教師

永齡教育集團 希望小學

九月 2018 - 六月 2019
Taipei, Taiwan

• 教導國小三至六年級學生 (混齡制)
• 課程規劃與活動策畫
• 基礎英文教學與正確觀念宣導

國際志工

微客國際服務有限公司

七月 2018 - 八月 2018
Taipei, Taiwan

• 在尼伯爾 Bhardev 村莊教導孩子英文與音樂課程
• 學習外語溝通技巧與適應文化能力

國際志工

國立成功大學

二月 2018 - 六月 2018
Taipei, Taiwan

• 參與 NCKU Buddy-Buddy Program
• 協助國際生處理在台事宜

專案

華盛頓特區住宅 房價預測分析

課程：機器學習
程式語言：R、Python
• 資料預處理：大量缺失值處理、離群值去除、資料視覺化
• 特徵工程方法：Stepwise
• 以線性迴歸模型、Random forest 等模型建構房價預測模型

學歷

國立成功大學

統計學系

2016 - 2020

社團活動經歷

九月 2019 - 六月 2020


英語演講社

• 以機器學習為主題作演講
• 多次被評為最佳評審

九月 2019 - 六月 2020

成大形象團

• 學習成為司儀/校園導覽員/禮賓人員
• 接待國際貴賓

七月 2019 - 九月 2019


Philinter Language School

• 遊歷學習英文與宿霧文化
• 體驗當地風俗民情