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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] 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
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Engineer @Trend Micro 趨勢科技
2021 ~ Present
Software Engineer
Within one month
C/C++
SQL
Git
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chengchi University
Computer Science
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Past
程式設計師 @NEC (台灣恩益禧股份有限公司)
2022 ~ 2024
Front-End / Back-End / Full Stack Web Developer / Software Engineer
Within one month
Angular
JavaScript
TypeScript
Unemployed
Open to opportunities
Part-time / Remote Only
4-6 years
實踐大學高雄校區
資訊科技與通訊學系
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系統工程師 @臺北大數據中心
2021 ~ Present
後端工程師、SRE 工程師
Within one month
Kubernetes/Docker
OpenShift
OpenStack
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
世新大學 Shih Hsin University
資訊管理
Avatar of 張育誠.
Avatar of 張育誠.
Past
韌體工程師 @銓鼎科技
2017 ~ 2018
全端工程師 補習班講師
Within one month
師在程式、機構、3D繪圖、電路都要有一定涉獵。因此在這之間我除了複習以前學的solidworks、onShape等3D繪圖軟體、還要能寫Labview、JAVA、C++、python以及使用PCB Layout 軟體像是OrAcd跟EasyEDA。除了硬軟體外,還必須教學像是無人車追跡演算法、測程法、PID自動控制等將理論演算法
React.js
Vue.js
JavaScript
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Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立交通大學
顯示工程研究所
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Avatar of Wayne Huang.
Product Manager @Private Company in iGaming Industry
2021 ~ Present
PM/產品經理/專案管理
Within one month
樂玩家。 擅長危機處理,並擁有優異的抗壓性。 擅長消費者測寫與客戶喜好。 熟悉博奕 Content Provider / B2B 平台 / B2C 平台商業生態。 熟悉以整合行銷為核心結合不同手法創造有價值的行銷。 軟體能力 語言 學歷 Excel Python Adobe XD、Axure English — 精通 (TOEIC: 835) 中央大學資訊工程學系 ()
Integrated Marketing
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Communication
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
中央大學
資訊工程學系
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Avatar of Ivan Lee.
AI應用工程師 @碁仕科技
2018 ~ Present
軟體工程師
Within one month
/change-the-world-with-technology Work experience AI senior engineer G4 technology compan y FEBJUL 2022 Taipei, Taiwan Recruit AI researchers and RD. Planning and project management. 1. Plan project development and project process 2. Organize the paper-sharing club 3. Plan coding style python with team members 4. Lead newcomers to familiarize the project and development AI junior engineer G4 technology compan y JanJan 2021 Taipei, Taiwan Research and developing visual recognition and control, using AI to solve multi-dimensional feature problems that cannot be handled by traditional methods, and making the
Python
Reinforcement Learning
Computer Vision
Studying
Intern / Interested in working remotely
4-6 years
長榮大學
企管系
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Offline
Avatar of 呂學炘.
Offline
Data Science @Alfred Labs.
2017 ~ Present
Within three months
Yoyo Lu, Data Analyst professional [email protected] Resourceful Data Analyst and Programmer with 5+ years of experience at Alfred Labs. Strong background in Mathematics and Computer Science. Adept at providing crucial analysis to cooperating teams. WORK EXPERIENCE Alfred Labs., Data Science, Jul 2017 ~ Present As an early employee of the company, I played a pivotal role in the development of our data infrastructure. This included the creation of robust ETL pipelines and automated dashboards, key advancements that enabled the entire organization to make data-driven decisions. My expertise in designing
Python
R
SQL
4-6 years
University of Taipei
Computer Science
Avatar of 蘇彥儒.
Avatar of 蘇彥儒.
Research Engineer @Asus 華碩電腦股份有限公司
2022 ~ 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
deep learning for recognition of ploidy status using time-lapse videos. Journal of assisted reproduction and genetics, 38(7), 1655–1663. https://doi.org//s技能 專業領域:Computer Vision, Image Processing, Machine Learning, Deep Learning 程式語言:Python, C/C++ 開發/部屬相關:OpenCV, Tensorflow, Pytorch, Docker 專案介紹 時尚服飾識別系統 2021/10~2022/9 時尚商品影像為消費者購買商品重
C
C++
Python
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
國立中山大學
資工工程學系
Avatar of 陳旻琳.
Avatar of 陳旻琳.
資深程式設計師 @緯創軟體股份有限公司
2022 ~ Present
程式設計師
Within one month
Lynn Chen (陳旻琳) Full-Stack Engineer Taipei, Taiwan Skills Main Skills HTML/CSS(SCSS)/Javascript Vue.js JAVA Spring Boot Git Self-learning Skills React.js C# .Net Bash Script Batch Python Language Skills Chinese (native) English (fluent) Korean (TOPIK II) Japanese (basic) Experience Senior JAVA Engineer • Wistron Information Technology & Services Corporation Expatriate to Cathay Life Insurance Co., Ltd. AprPresent Maintaining CRM system using JAVA and Vue.js. Developing CRM backend system using JAVA and Vue.js. Improved SQL performance for querying customers and insurance policy
JavaScript
JavaScript / ES6 / jQuery
HTML/CSS
Full-time / Interested in working remotely
6-10 years
台北市立大學
資訊科學

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Data Science
Alfred Labs.
2017 ~ Present
Taipei, 台灣
Professional Background
Current status
Job Search Progress
Professions
Fields of Employment
Work experience
4-6 years
Management
Skills
Python
R
SQL
MongoDB
Data Analytics
Machine Learning
visulization
Business Intelligence
GCP
AWS
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Locations
Remote
Freelance
Educations
School
University of Taipei
Major
Computer Science
Print

Yoyo Lu, Data Analyst professional

[email protected]

Resourceful Data Analyst and Programmer with 5+ years of experience at Alfred Labs. Strong background in Mathematics and Computer Science.
Adept at providing crucial analysis to cooperating teams.

WORK EXPERIENCE

Alfred Labs., Data Science, Jul 2017 ~ Present

As an early employee of the company, I played a pivotal role in the development of our data infrastructure. This included the creation of robust ETL pipelines and automated dashboards, key advancements that enabled the entire organization to make data-driven decisions. My expertise in designing experiments, streamlining business metrics, and conducting causal inference analyses, significantly streamlined our decision-making process. 

Product and Marketing

  • Design the experiments and key metrics for hypothesis verification.
    • A/B Test Dashboard, automatically.
    • Unconventional experimental analysis (such as natural experiments, fuzzy RDD, etc.).
    • Optimize the effect of ads and payment pages from 0.8% to 3%.
    • SEO and ASO, increased the number of downloads by about 100% YoY for 3 years.
  • Designed and implemented business metrics.
    • Build revenue modules, such as LTV, Subscribe Retention, Conversion Funnel, etc.
    • Auto-sequence system of ads waterfall.
  • Categorized different user scenarios based on usage time and various custom labels.
    • These findings were leveraged to drive other business projects.
  • Quantifying and tracking the user experience.
  • Analysis of the Ratings and Reviews.

Tech Team

  • Estimate the order of magnitude of users (for capacity planning).
  • Clustering the performance of the different computer-vision algorithms.
  • Performance evaluation of network routing.
  • Using NLP as a solution for fixing ANR (Application Not Responding).
  • ETL System.
  • Auto-alarm system.

EDUCATION

University of Taipei, BS, Computer Science, 2012 ~ 2017

Transferred from the Mathematics department to the Computer Science department.

The graduation thesis focused on analyzing user preference for phrases on the message board PTT.

Mathematics

Number theory, Calculus, Linear algebra, Abstract algebra, Probability theory, and Statistics.

Computer Science

Database Systems, Introduction to Machine Learning, Introduction to Image Processing, Introduction to Data MiningDiscrete Mathematics, Java, Data Structures, Digital System Design, Operating Systems, Algorithms, Digital Circuit Laboratory, Computer Network, System Programming, Assembly Language, Computer Architecture, Formal Languages and Automata Theory, Engineering Mathematics, Dynamic Webpage Design, Programming for Mobile Phone, Introduction to Cryptography.

SKILLS

  • Python, R, Java, C, Assembly, JavaScript, ReactJS.
  • SQL, MongoDB.
  • Processing data with Interpretable Machine Learning Model (SVM, Random forest, logistic regression, linear regression, etc.) .
  • Experienced in using GCP and AWS, especially BigQuery and Data Studio.
  • Visualization tools, such as Plotly and matplotlib.
  • ETL pipeline and related tools, such as Airflow.


Resume
Profile

Yoyo Lu, Data Analyst professional

[email protected]

Resourceful Data Analyst and Programmer with 5+ years of experience at Alfred Labs. Strong background in Mathematics and Computer Science.
Adept at providing crucial analysis to cooperating teams.

WORK EXPERIENCE

Alfred Labs., Data Science, Jul 2017 ~ Present

As an early employee of the company, I played a pivotal role in the development of our data infrastructure. This included the creation of robust ETL pipelines and automated dashboards, key advancements that enabled the entire organization to make data-driven decisions. My expertise in designing experiments, streamlining business metrics, and conducting causal inference analyses, significantly streamlined our decision-making process. 

Product and Marketing

  • Design the experiments and key metrics for hypothesis verification.
    • A/B Test Dashboard, automatically.
    • Unconventional experimental analysis (such as natural experiments, fuzzy RDD, etc.).
    • Optimize the effect of ads and payment pages from 0.8% to 3%.
    • SEO and ASO, increased the number of downloads by about 100% YoY for 3 years.
  • Designed and implemented business metrics.
    • Build revenue modules, such as LTV, Subscribe Retention, Conversion Funnel, etc.
    • Auto-sequence system of ads waterfall.
  • Categorized different user scenarios based on usage time and various custom labels.
    • These findings were leveraged to drive other business projects.
  • Quantifying and tracking the user experience.
  • Analysis of the Ratings and Reviews.

Tech Team

  • Estimate the order of magnitude of users (for capacity planning).
  • Clustering the performance of the different computer-vision algorithms.
  • Performance evaluation of network routing.
  • Using NLP as a solution for fixing ANR (Application Not Responding).
  • ETL System.
  • Auto-alarm system.

EDUCATION

University of Taipei, BS, Computer Science, 2012 ~ 2017

Transferred from the Mathematics department to the Computer Science department.

The graduation thesis focused on analyzing user preference for phrases on the message board PTT.

Mathematics

Number theory, Calculus, Linear algebra, Abstract algebra, Probability theory, and Statistics.

Computer Science

Database Systems, Introduction to Machine Learning, Introduction to Image Processing, Introduction to Data MiningDiscrete Mathematics, Java, Data Structures, Digital System Design, Operating Systems, Algorithms, Digital Circuit Laboratory, Computer Network, System Programming, Assembly Language, Computer Architecture, Formal Languages and Automata Theory, Engineering Mathematics, Dynamic Webpage Design, Programming for Mobile Phone, Introduction to Cryptography.

SKILLS

  • Python, R, Java, C, Assembly, JavaScript, ReactJS.
  • SQL, MongoDB.
  • Processing data with Interpretable Machine Learning Model (SVM, Random forest, logistic regression, linear regression, etc.) .
  • Experienced in using GCP and AWS, especially BigQuery and Data Studio.
  • Visualization tools, such as Plotly and matplotlib.
  • ETL pipeline and related tools, such as Airflow.