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Taipei, Taiwan
Avatar of 呂學炘.
Avatar of 呂學炘.
Data Science @Alfred Labs.
2017 ~ Present
Within two months
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
Python
R
SQL
4-6 years
University of Taipei
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.
Within six months
專題生 @ NCU IISR實驗室
台灣
Professional Background
Current status
Studying
Job Search Progress
Professions
Research / R&D
Fields of Employment
Work experience
Less than 1 year
Management
Skills
Python
Java
Machine Learning
NLP
Languages
Chinese
Native or Bilingual
English
Professional
Job search preferences
Positions
Software Developer
Job types
Intern
Locations
台灣台北市, 台灣新北市
Remote
Interested in working remotely
Freelance
No
Educations
School
中央大學
Major
資管
Print

Leo Tsao

NCU MIS

  Taoyuan, Taiwan

深度學習、NLP 技術愛好者
常用各種線上資源自學。





    

學歷

2018 - 2022

中央大學

資管系

Skills

Programming Language


  • Python
    • 2 years+ experience
  • Java
  • HTML, CSS, JS

ML Frameworks


  • PyTorch
  • Tensorflow
  • Keras

Research Experience


  • Natural Language Processing
    • 1 year

Projects

2019國泰大數據競賽 


  • Python
  • XGBoost, CatBoost
  • 排名 前6%(14th/244)

Text generator


  • Python
  • Using crawled text data to train a language model
  • char-level LSTM

  GitHub Link

Speech Financial Agent


  • Python
  • With CKIP BERT
  • Slot-filling & Intent Detection
  • BiLSTM and simple MLP

  GitHub Link

Resume
Profile

Leo Tsao

NCU MIS

  Taoyuan, Taiwan

深度學習、NLP 技術愛好者
常用各種線上資源自學。





    

學歷

2018 - 2022

中央大學

資管系

Skills

Programming Language


  • Python
    • 2 years+ experience
  • Java
  • HTML, CSS, JS

ML Frameworks


  • PyTorch
  • Tensorflow
  • Keras

Research Experience


  • Natural Language Processing
    • 1 year

Projects

2019國泰大數據競賽 


  • Python
  • XGBoost, CatBoost
  • 排名 前6%(14th/244)

Text generator


  • Python
  • Using crawled text data to train a language model
  • char-level LSTM

  GitHub Link

Speech Financial Agent


  • Python
  • With CKIP BERT
  • Slot-filling & Intent Detection
  • BiLSTM and simple MLP

  GitHub Link