CakeResume Talent Search

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4-6 years
6-10 years
10-15 years
More than 15 years
國立政治大學
Avatar of Zam Yang.
Avatar of Zam Yang.
Director @威睿科技有限公司
2023 ~ Present
軟體工程師
Within six months
Background Knowledge TCP/IP SDN Cloud Computing Semantic Web Linux Programming Language C (Master) NodeJS (Familiar) Python Golang PHP (Beginner) JAVA (Beginner) Framework Express.js Feathers.js Intel DPDK Database MySQL MongoDB Hadoop Dev. Tools CMake/Makefile/npm Git Jenkins/Unit test Doxygen AWS EC2 S3 Route53 Big Data Tech. Kafka ELK Fluentd,InfluxDB Data mining Pandas Numpy Experience Genie Networks, Team lead, Feb 2017 ~ Now Lead the whole team (around 10 people)to make sure that we accomplish the project. Design the architecture for the project. Manage the resource
C
Node.js
Networking
Employed
Full-time / Interested in working remotely
10-15 years
國立政治大學
資訊科學
Avatar of 莊鈞諺.
Avatar of 莊鈞諺.
Expertise & Innovation Lead, Cloud @fifty-five
2023 ~ Present
Cloud Solution Architect
Within one month
工具,例如AWS Glue和Databricks,以優化數據團隊的運營和能力。 額外亮點 為知名證券公司的行銷部門擔任培訓講師。 設計一個即將在AWS官方博客上特寫的AWS數據架構(進行中)。 擁有AWS解決方案架構師和Azure數據科學家的認證。 多個雲端解決方案設計,並協助
Google Analytics
Google Tag Manager
Data Mining
Employed
Full-time / Interested in working remotely
4-6 years
國立政治大學
Computer Science

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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
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
More than one year
Data Engineer
Logo of eCloudvalley Technology 伊雲谷數位科技.
eCloudvalley Technology 伊雲谷數位科技
2018 ~ Present
Taiwan
Professional Background
Current status
Job Search Progress
Professions
Data Scientist
Fields of Employment
Software
Work experience
1-2 years work experience (Less than 1 year relevant)
Management
Skills
python
AWS
Machine Learning
R
CICD
GitLab
Languages
English
Fluent
Job search preferences
Positions
數據分析師、機器學習
Job types
Full-time
Locations
台灣台北市
Remote
Interested in working remotely
Freelance
Educations
School
國立政治大學
Major
資訊管理
Print
Fqses01jqfphe5j7trnn

許甄珉

   Great works are performed not by strength but by perseverance.


  
  [email protected]     https://github.com/mindy850302   
  Taipei , Taiwan


Education

國立政治大學資訊管理所碩士, 2018/09 ~ 2020/06

研究領域:機器學習 
核心課程:創新科技技術、人工智慧應用、大數據分析實務、商業資料分析 : R運算、類神經網路在心理學上的應用

私立輔仁大學資訊管理系學士, 2014/09 ~ 2018/06

Skills & Certification


 Language

  • Python 
  • PHP
  • JavaScript
  • R


 Data Science

  • Machine Learning
  • Deep Learning (GAN, RNN, CNN)
  • PyTorch, TensorFlow (Keras)
  • Sklearn, Pandas, Numpy
  • SQL




 Certification

  • Developer - Associate 
  • SysOps Administrator - Associate
  • Solutions Architect - Associate
  • Solutions Architect - Professional 
  • DevOps Engineer - Professional  

Work Experience

eCloudvalley Technology 伊雲谷數位科技 Salesforce 研發工程師, Sep 2020 ~ Now

1. 顧客需求分析與規劃ETL流程

2. 導入 Salesforce 系統

3. 開發 API 串接第三方資料

eCloudvalley 伊雲谷數位科技, 雲端工程師, Jun 2018 ~ Aug 2020

1. 開發 AI 與 ML 解決方案 

2. 以 React 開發 AWS 雲端系統 

3. 利用 GitLab 建置自動化 CI/CD 流程 

4. AWS ML 架構說明與授課 

5. 撰寫技術文章

Movier 幕迷影評, 前端工程師, Dec 2015 ~ Feb 2018

1. RWD網頁架設
2. 影展模板設計

工研院, 研究助理, Mar 2017 ~ Dec 2017

1. 以 laravel 架設金針花乾燥製程優化平台
2. 花蓮實地勘查
3. 運用 Spark 進行色澤分析預測

Projects


英雄聯盟紅藍方致勝因素分析

     藉由大量資料對紅藍方遊戲相關因素進行分析,並試推論出致勝因素為何。並使用 Decision Tree 與 SVM 分析每個欄位對於最終獲勝的準確率,藉此驗證分析結果。

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745
Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

博弈手遊資料分析

       分析手遊玩家的登入遊玩的基本資訊,如遊戲代碼、總遊玩時間、總壓注金額等,並將客戶依照RFM分類。主要目的為尋找此手遊中的綠葉遊戲,並預測玩家遊玩情況,主要使用LSTM、Linear SVR與Multiple Regression作為預測模型。

Yahoo 電影資訊爬蟲

       利用 Python 爬取 Yahoo 電影資訊,並將電影海報存至 AWS 的 S3 中,電影相關資訊存入 MySQL 資料庫中。

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745
Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

匯率查詢 LineBot

       使用 Line Bot API 查詢美金、披索、日圓及歐元的匯率,並回傳近 30 天的匯率走勢圖,同時顯示當天匯率。

金針花乾燥製程優化平台

       透過建立各種不同影響因子(例如乾燥程度、含水率、溫度...等)之金針花影像資料庫, 並對其進行影像比對演算法開發,進而提供農戶便利及簡易操作之雲端資料分析平台。

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

以PyTorch重現李白詩詞

       以 Seq2seq 模型建立李白詩詞產生器,以過往李白所發表之詩詞作為訓練資料,最終產生五言及七言絕句、律詩。

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

以PyTorch重現李白詩詞

       以 Seq2seq 模型建立李白詩詞產生器,以過往李白所發表之詩詞作為訓練資料,最終產生五言及七言絕句、律詩。

Resume
Profile
Fqses01jqfphe5j7trnn

許甄珉

   Great works are performed not by strength but by perseverance.


  
  [email protected]     https://github.com/mindy850302   
  Taipei , Taiwan


Education

國立政治大學資訊管理所碩士, 2018/09 ~ 2020/06

研究領域:機器學習 
核心課程:創新科技技術、人工智慧應用、大數據分析實務、商業資料分析 : R運算、類神經網路在心理學上的應用

私立輔仁大學資訊管理系學士, 2014/09 ~ 2018/06

Skills & Certification


 Language

  • Python 
  • PHP
  • JavaScript
  • R


 Data Science

  • Machine Learning
  • Deep Learning (GAN, RNN, CNN)
  • PyTorch, TensorFlow (Keras)
  • Sklearn, Pandas, Numpy
  • SQL




 Certification

  • Developer - Associate 
  • SysOps Administrator - Associate
  • Solutions Architect - Associate
  • Solutions Architect - Professional 
  • DevOps Engineer - Professional  

Work Experience

eCloudvalley Technology 伊雲谷數位科技 Salesforce 研發工程師, Sep 2020 ~ Now

1. 顧客需求分析與規劃ETL流程

2. 導入 Salesforce 系統

3. 開發 API 串接第三方資料

eCloudvalley 伊雲谷數位科技, 雲端工程師, Jun 2018 ~ Aug 2020

1. 開發 AI 與 ML 解決方案 

2. 以 React 開發 AWS 雲端系統 

3. 利用 GitLab 建置自動化 CI/CD 流程 

4. AWS ML 架構說明與授課 

5. 撰寫技術文章

Movier 幕迷影評, 前端工程師, Dec 2015 ~ Feb 2018

1. RWD網頁架設
2. 影展模板設計

工研院, 研究助理, Mar 2017 ~ Dec 2017

1. 以 laravel 架設金針花乾燥製程優化平台
2. 花蓮實地勘查
3. 運用 Spark 進行色澤分析預測

Projects


英雄聯盟紅藍方致勝因素分析

     藉由大量資料對紅藍方遊戲相關因素進行分析,並試推論出致勝因素為何。並使用 Decision Tree 與 SVM 分析每個欄位對於最終獲勝的準確率,藉此驗證分析結果。

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745
Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

博弈手遊資料分析

       分析手遊玩家的登入遊玩的基本資訊,如遊戲代碼、總遊玩時間、總壓注金額等,並將客戶依照RFM分類。主要目的為尋找此手遊中的綠葉遊戲,並預測玩家遊玩情況,主要使用LSTM、Linear SVR與Multiple Regression作為預測模型。

Yahoo 電影資訊爬蟲

       利用 Python 爬取 Yahoo 電影資訊,並將電影海報存至 AWS 的 S3 中,電影相關資訊存入 MySQL 資料庫中。

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745
Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

匯率查詢 LineBot

       使用 Line Bot API 查詢美金、披索、日圓及歐元的匯率,並回傳近 30 天的匯率走勢圖,同時顯示當天匯率。

金針花乾燥製程優化平台

       透過建立各種不同影響因子(例如乾燥程度、含水率、溫度...等)之金針花影像資料庫, 並對其進行影像比對演算法開發,進而提供農戶便利及簡易操作之雲端資料分析平台。

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

以PyTorch重現李白詩詞

       以 Seq2seq 模型建立李白詩詞產生器,以過往李白所發表之詩詞作為訓練資料,最終產生五言及七言絕句、律詩。

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

以PyTorch重現李白詩詞

       以 Seq2seq 模型建立李白詩詞產生器,以過往李白所發表之詩詞作為訓練資料,最終產生五言及七言絕句、律詩。