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Taipei City, Taiwan
Avatar of 孫煜凱.
Avatar of 孫煜凱.
Past
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
Dans 1 mois
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
Sans Emploi
Temps plein / Intéressé par le travail à distance
4 à 6 ans
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 ~ Présent
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
Dans 1 mois
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
Employé
Temps plein / Intéressé par le travail à distance
4 à 6 ans
National Chiao Tung University
Computer Science

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Manager
PSF Corporation
2017 ~ 2021
Taipei City, Taiwan
Professional Background
Statut Actuel
Sans Emploi
Progrès de la Recherche d'Emploi
Professions
Other
Fields of Employment
Intelligence Artificielle / Machine Learning, Bancaire
Expérience Professionnelle
4 à 6 ans expérience professionnelle (Moins de 1 an relevant)
Management
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Compétences
Research
Microsoft Office
Real Estate
Economics
Python
SQL
Tableau
Excel
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English
Natif ou Bilingue
Chinese
Natif ou Bilingue
Japanese
Intermédiaire
Job search preferences
Position Désirée
Manager
Type d'emploi
Temps plein
Lieu Désiré
Taipei, 台灣, Vancouver, BC, Canada
Travail à distance
Intéressé par le travail à distance
Freelance
Oui, je suis indépendant à temps partiel
Éducation
École
University of Tokyo
Spécialisation
Economics
Imprimer

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.
Resume
Profile

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.