CakeResume 找人才
进阶搜寻
On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
Manager @GOMAJI 夠麻吉2017 ~ 现在
・
Project Lead / Tech Lead / Team Lead / Technical Manager
一個月內
CI/CD, and Software Development Process: (1) Responsibility: Developed hybrid cloud architecture using GCP, especially include local K8S, GaKE, Docker and other services. Implemented CI/CD systems and designed internal software processes, communicating closely with executive leadership. (2) Achievement: Enhanced IT infrastructure flexibility and scalability, improved system reliability and operational efficiency, reduced costs. 4. Data Platform and Personalized Recommendation System: (1) Responsibility: Built AWS data platform including ETL, data warehousing, and lakes. Led development of a personalized recommendation system using AWS Personalize, custom algorithm and Generative AI, e.g. OpenAI, Genimi
就职中
・
正在积极求职中
全职 / 对远端工作有兴趣
10 到 15 年
Shih Hsin University
・
Management Information Systems, General
曾任
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技2022 ~ 2023
・
資料科學家、資料科學工程師、機器學習工程師
一個月內
待业中
・
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
台灣大學
・
大氣科學所就职中
全职 / 对远端工作有兴趣
4 到 6 年
National Chengchi University
・
Computer Science
Frontend Software Engineer @德商foodpanda_富胖達股份有限公司2022 ~ 2023
・
資深前端工程師
一個月內
Storybook 建構 共用元件庫 與設計師合作開發設計系統，預計將 發佈為 npm package 提供不同產品線進行使用 學歷國立台灣大學 資訊管理 推薦 前端工程師 Lucas Weng https://www.cakeresume.com/me/casey-chang/recommendations/pK1 產品經理 Pohan Huang https://www.cakeresume.com/me/casey-chang/recommendations/aY0
就职中
・
目前会考虑了解新的机会
全职 / 对远端工作有兴趣
6 到 10 年
國立台灣大學
・
資訊管理曾任
S4 @台達電子工業股份有限公司2024 ~ 现在
・
Sr. Backend Engineer, Sr. Software Engineer, Backend Team Leader
一個月內
待业中
・
目前会考虑了解新的机会
全职 / 对远端工作有兴趣
6 到 10 年
Tajen University
・
Bachelor Of Computer Science最轻量、快速的招募方案，数百家企业的选择
搜寻简历，主动联系求职者，提升招募效率。
- 浏览所有搜寻结果
- 每日可无限次数开启陌生对话
- 搜尋僅開放付費企業檢視的简历
- 检视使用者信箱 & 电话
搜寻技巧
1
Search a precise keyword combination
senior backend php
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
职场能力评价定义
专业技能
该领域中具备哪些专业能力（例如熟悉 SEO 操作，且会使用相关工具）。
问题解决能力
能洞察、分析问题，并拟定方案有效解决问题。
变通能力
遇到突发事件能冷静应对，并随时调整专案、客户、技术的相对优先序。
沟通能力
有效传达个人想法，且愿意倾听他人意见并给予反馈。
时间管理能力
了解工作项目的优先顺序，有效运用时间，准时完成工作内容。
团队合作能力
具有向心力与团队责任感，愿意倾听他人意见并主动沟通协调。
领导力
专注于团队发展，有效引领团队采取行动，达成共同目标。
专业背景
目前状态
就职中
求职阶段
目前没有兴趣寻找新的机会
专业
数据工程师
产业
工作年资
2 到 4 年
管理经历
技能
语言能力
求职偏好
希望获得的职位
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
预期工作模式
全职
期望的工作地点
远端工作意愿
对远端工作有兴趣
接案服务
否
学历
学校
Arizona State University
主修科系
MS Business Analytics
Skills
Programming
Python / R / Java
SQL: MySQL / SQLite / PostgresqlGUI: TKinter / PyQt
Data Manipulation
Data Cleaning / Data Standardizing / Feature Engineer / Data Modeling / LargeData Handling / Data Visualization
Others
macOS / Linux / Windows
BI Tool: Tableau / Google Data Studio
Self-learning: AWS / Docker / Airflow / MongoDB / Hadoop
Professional Experience
AGB Nielsen, Data Operation Engineer
Jul 2019 ~ Now | Taipei, Taiwan
- Optimized applications on operation automating process, reduced data processing time 50-70% for each project
- Designed operation dashboard to keep track on data collecting progress, built a Python-based data pipeline to keep updating new coming data and data integrity
- Supported on consuming behavior analysis project with large data processing and user predictive analysis; designing an application to auto-generate statistic report for ad effect
- Standardized the quarterly-recurring sampling work by designing an sampling application, simplified 50% of the steps
Chung Ying Physical Therapy & Acupuncture, Business Analyst
Jan 2018 ~ Mar 2019 | New York, US
- Built marketing dashboard with Advanced Excel, SQL and Google Analytics for a weekly average of 80 new patients from various sources Electronic health record system, Google Business Insight, Zocdoc etc.
- Leveraged R to design performance report to measure patient retention rate and improved from 4 to 8 visits per patient in 2018
- Optimized patient review on 4.5+ rating by discovering provider's strength and improving weakness on Excel analysis
- Delivered patient volume report with data visualization to stack holder to understand business efficiently, discovered seasonal pattern that increased 20% of new patient
Autonomous Professional Development Summer Project, Data Analyst
May 2018 ~ Aug 2018 | New York, US
- Developed course-job recommendation model for APD training company by helping users choose courses to match their career goal, and calculate the likelihood of getting a job based on users' educational background
- Used Selenium to crawl information from NYU CareerNet and NYU SPS school websites, reduced 90% processing time
- Processed 2, 000 jobs and 446 courses text files through Python for data preparation and prototypes design
- Quantified the similarity between course and job using different algorithm models tf-idf, LSI, etc. improved prediction accuracy from 30% to 67%.
- Determined the model to apply on the defining business problem by model selection technique KL Divergence
- Built and evaluated models to predict the probability of getting a job based on users' educational background
Kindness.org, Business Analytics intern
Sep 2017 ~ Dec 2017 | New York, US
- Initiated KPI tracking system - Designed an easy to use dashboard to track the KPI achievement progress along with budget control; conducted an achievable timetable to reach the year goal.
- Implemented web analytics - Identified the demographic of the kindness community; optimized the retention on website by recognizing user behavior with Google Analytics.
- Constructed social media analytics - Using Python to build automatic generated social media report reducing 70% time on report; recognized the most effective Facebook fan page promotion; analyzed the cost and ad for fan page to support constructing the 2017 fall community growth plan.
Yahoo, E-Commerce Marketing Specialist
Apr 2014 ~ Dec 2014 | Taipei, Taiwan
- Detected irregular web traffic and identified the leading cause by using Yahoo web analytics; kept sales run at 9M weekly
- Developed Facebook fan page growth strategy through social media marketing analysis; led to page likes increased 200, 000 in 5 months, engagement grew 476%, monthly sales grew 310%
Education
Arizona State University, MS Business Analytics, 2016 ~ 2017
GPA: 4.0
Client Project – Ports America Empty Container Analysis
- Provide business insight into the company operating environment with Tableau and SQL.
- Identify leading causes of the company resource wasting problem by using R and statistics tests.
- Used machine learning model (e.g. random forest, regression, neural net work and SVM) to perform prediction.
Fu-jen Catholic University, BS Information Management, 2010 ~ 2014
Graduation Project
- Develop Android based image voting app with Java
Skills
Programming
Python / R / Java
SQL: MySQL / SQLite / PostgresqlGUI: TKinter / PyQt
Data Manipulation
Data Cleaning / Data Standardizing / Feature Engineer / Data Modeling / LargeData Handling / Data Visualization
Others
macOS / Linux / Windows
BI Tool: Tableau / Google Data Studio
Self-learning: AWS / Docker / Airflow / MongoDB / Hadoop
Professional Experience
AGB Nielsen, Data Operation Engineer
Jul 2019 ~ Now | Taipei, Taiwan
- Optimized applications on operation automating process, reduced data processing time 50-70% for each project
- Designed operation dashboard to keep track on data collecting progress, built a Python-based data pipeline to keep updating new coming data and data integrity
- Supported on consuming behavior analysis project with large data processing and user predictive analysis; designing an application to auto-generate statistic report for ad effect
- Standardized the quarterly-recurring sampling work by designing an sampling application, simplified 50% of the steps
Chung Ying Physical Therapy & Acupuncture, Business Analyst
Jan 2018 ~ Mar 2019 | New York, US
- Built marketing dashboard with Advanced Excel, SQL and Google Analytics for a weekly average of 80 new patients from various sources Electronic health record system, Google Business Insight, Zocdoc etc.
- Leveraged R to design performance report to measure patient retention rate and improved from 4 to 8 visits per patient in 2018
- Optimized patient review on 4.5+ rating by discovering provider's strength and improving weakness on Excel analysis
- Delivered patient volume report with data visualization to stack holder to understand business efficiently, discovered seasonal pattern that increased 20% of new patient
Autonomous Professional Development Summer Project, Data Analyst
May 2018 ~ Aug 2018 | New York, US
- Developed course-job recommendation model for APD training company by helping users choose courses to match their career goal, and calculate the likelihood of getting a job based on users' educational background
- Used Selenium to crawl information from NYU CareerNet and NYU SPS school websites, reduced 90% processing time
- Processed 2, 000 jobs and 446 courses text files through Python for data preparation and prototypes design
- Quantified the similarity between course and job using different algorithm models tf-idf, LSI, etc. improved prediction accuracy from 30% to 67%.
- Determined the model to apply on the defining business problem by model selection technique KL Divergence
- Built and evaluated models to predict the probability of getting a job based on users' educational background
Kindness.org, Business Analytics intern
Sep 2017 ~ Dec 2017 | New York, US
- Initiated KPI tracking system - Designed an easy to use dashboard to track the KPI achievement progress along with budget control; conducted an achievable timetable to reach the year goal.
- Implemented web analytics - Identified the demographic of the kindness community; optimized the retention on website by recognizing user behavior with Google Analytics.
- Constructed social media analytics - Using Python to build automatic generated social media report reducing 70% time on report; recognized the most effective Facebook fan page promotion; analyzed the cost and ad for fan page to support constructing the 2017 fall community growth plan.
Yahoo, E-Commerce Marketing Specialist
Apr 2014 ~ Dec 2014 | Taipei, Taiwan
- Detected irregular web traffic and identified the leading cause by using Yahoo web analytics; kept sales run at 9M weekly
- Developed Facebook fan page growth strategy through social media marketing analysis; led to page likes increased 200, 000 in 5 months, engagement grew 476%, monthly sales grew 310%
Education
Arizona State University, MS Business Analytics, 2016 ~ 2017
GPA: 4.0
Client Project – Ports America Empty Container Analysis
- Provide business insight into the company operating environment with Tableau and SQL.
- Identify leading causes of the company resource wasting problem by using R and statistics tests.
- Used machine learning model (e.g. random forest, regression, neural net work and SVM) to perform prediction.
Fu-jen Catholic University, BS Information Management, 2010 ~ 2014
Graduation Project
- Develop Android based image voting app with Java