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On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
Taipei City, Taiwan
Avatar of 孫煜凱.
Avatar of 孫煜凱.
曾任
機器學習工程師 @順豐科技公司
2021 ~ 2022
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
一個月內
和集群運行原理 ,與 Hive、 Presto組件 ,熟練掌握SQL語言編寫與模型落地,具有其調優經驗 ; 熟練使用Python與Pyspark, 熟練 使用RDD算子與Spark SQL、Sklearn等,進行機器學習與數據分析 ; 熟練使用Git與Docker,能進行YAML、Dockerfile編寫與CICD部署流程、搭建RESTful API等 ; 熟練使用 Tableau 與 Power BI ,熟練使用
Word
PowerPoint
Excel
待业中
全职 / 对远端工作有兴趣
4 到 6 年
國立政治大學(National Chengchi University)
統計系
Avatar of Lea Yeh.
Avatar of Lea Yeh.
Data Engineer / Scientist @MediaTek Inc.
2019 ~ 现在
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
一個月內
高效優雅 pythonic 開發 3 年 SQL 及 SPL 開發經驗,力求優化查詢效能 2 年網頁後端開發經驗,貢獻 CDNJS 大型開源專案 (9.4K stars) Machine Learning Skills Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word) Data Engineering & Analysis Skills Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk Cloud Platform GCP: Cloud Function, Dataflow, Composer, BigQuery 學歷National Chiao Tung University Computer
Python
SQL
Splunk
就职中
全职 / 对远端工作有兴趣
4 到 6 年
National Chiao Tung University
Computer Science

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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。
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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。
超過一年
Manager
PSF Corporation
2017 ~ 2021
Taipei City, Taiwan
专业背景
目前状态
待业中
求职阶段
专业
其他
产业
人工智能 / 机器学习, 银行
工作年资
4 到 6 年工作经验(小於 1 年相关工作经验)
管理经历
技能
Research
Microsoft Office
Real Estate
Economics
Python
SQL
Tableau
Excel
语言能力
English
母语或双语
Chinese
母语或双语
Japanese
中阶
求职偏好
希望获得的职位
Manager
预期工作模式
全职
期望的工作地点
Taipei, 台灣, Vancouver, BC, Canada
远端工作意愿
对远端工作有兴趣
接案服务
是,我利用业余时间接案
学历
学校
University of Tokyo
主修科系
Economics
列印

Chen Frank

  Taipei City, Taiwan

  • Experienced in data analysis, industry analysis, research, and building machine learning models
  • Proficient in Python, SQL, and Office to support teams in efficiently creating financial analysis and performance reports
  • Utilized language proficiency and experience living abroad to provide different perspectives and insights

  linkedin.com/in/frank-haoyuan-chen

  fhyc115.github.io/Frank_Portfolio/

Work Experience

Manager  •  PSF Corporation

January 2017 - August 2021

  • Identified disruptive cosmetic brands by analyzing industry trends and successfully introduced their products to Taiwan
  • Optimized the logistics and inventory flow via delivery management, data management, and inventory control
  • Increased sales revenue by 200% via target marketing on social media channels such as Facebook and Instagram

Management Associate  •  Citibank

July 2016 - December 2016

  • Analyzed audited financial statements and performed industry analyses to complete a credit analysis
  • Handled approximately 4,000 documents to create an in-depth report on Asia’s mutual fund market
  • Created a semi-automated procedure to support the sales team in Citi Markets with trade records and revenue analysis

Intern •  PAG

April 2015 - May 2015

  • Underwrote multiple properties worth more than ¥100 Million that required translating Japanese documents to English
  • Inspected properties to identify suitable properties for High-Net-Worth Individuals
  • Crafted tailored property summaries for investors and banks using Chinese, English and Japanese

Intern •  Goldman Sachs

February 2015 - February 2015

  • Partnered with peers and successfully completed team activities and case studies whilst using multiple languages
  • Collaborated with peers to present on financial and economic topics
  • Studied division-specific topics to understand day-to-day activities

Education

2013 - 2015

University of Tokyo

MA Economics

2009 - 2013

University of British Columbia

BA Economics

Technical Aptitudes


  • Programming: Python, R, SQL, Tableau, Excel
  • Data Science Packages: Pandas, Numpy, sklearn, TensorFlow

Languages


  • Chinese - Native 
  • English - Native
  • Japanese - Intermediate
  • Taiwanese - Native

About me


  • Lived in 5 cities before (Hong Kong, Shenzhen, Taipei, Tokyo, Vancouver)
  • Interested in: Asian culture, Basketball, Weightlifting, and Technology.
简历
个人档案

Chen Frank

  Taipei City, Taiwan

  • Experienced in data analysis, industry analysis, research, and building machine learning models
  • Proficient in Python, SQL, and Office to support teams in efficiently creating financial analysis and performance reports
  • Utilized language proficiency and experience living abroad to provide different perspectives and insights

  linkedin.com/in/frank-haoyuan-chen

  fhyc115.github.io/Frank_Portfolio/

Work Experience

Manager  •  PSF Corporation

January 2017 - August 2021

  • Identified disruptive cosmetic brands by analyzing industry trends and successfully introduced their products to Taiwan
  • Optimized the logistics and inventory flow via delivery management, data management, and inventory control
  • Increased sales revenue by 200% via target marketing on social media channels such as Facebook and Instagram

Management Associate  •  Citibank

July 2016 - December 2016

  • Analyzed audited financial statements and performed industry analyses to complete a credit analysis
  • Handled approximately 4,000 documents to create an in-depth report on Asia’s mutual fund market
  • Created a semi-automated procedure to support the sales team in Citi Markets with trade records and revenue analysis

Intern •  PAG

April 2015 - May 2015

  • Underwrote multiple properties worth more than ¥100 Million that required translating Japanese documents to English
  • Inspected properties to identify suitable properties for High-Net-Worth Individuals
  • Crafted tailored property summaries for investors and banks using Chinese, English and Japanese

Intern •  Goldman Sachs

February 2015 - February 2015

  • Partnered with peers and successfully completed team activities and case studies whilst using multiple languages
  • Collaborated with peers to present on financial and economic topics
  • Studied division-specific topics to understand day-to-day activities

Education

2013 - 2015

University of Tokyo

MA Economics

2009 - 2013

University of British Columbia

BA Economics

Technical Aptitudes


  • Programming: Python, R, SQL, Tableau, Excel
  • Data Science Packages: Pandas, Numpy, sklearn, TensorFlow

Languages


  • Chinese - Native 
  • English - Native
  • Japanese - Intermediate
  • Taiwanese - Native

About me


  • Lived in 5 cities before (Hong Kong, Shenzhen, Taipei, Tokyo, Vancouver)
  • Interested in: Asian culture, Basketball, Weightlifting, and Technology.