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4-6 years
6-10 years
10-15 years
More than 15 years
Taipei City, Taiwan
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
Within one month
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
Unemployed
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
統計系
Data Engineer / Scientist @MediaTek Inc.2019 ~ 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
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
Employed
Full-time / Interested in working remotely
4-6 years
National Chiao Tung University
・
Computer ScienceThe Most Lightweight and Effective Recruiting Plan
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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.
Professional Background
Current status
Unemployed
Job Search Progress
Professions
Other
Fields of Employment
Artificial Intelligence / Machine Learning, Banking
Work experience
4-6 years work experience (Less than 1 year relevant)
Management
None
Skills
Languages
English
・
Native or Bilingual
Chinese
・
Native or Bilingual
Japanese
・
Intermediate
Job search preferences
Positions
Manager
Job types
Full-time
Locations
Taipei, 台灣, Vancouver, BC, Canada
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
University of Tokyo
Major
Economics
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
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.
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
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.