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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.
More than one year
Data Scientist @ CrowdDoing
Logo of CrowdDoing.
CrowdDoing
2020 ~ Present
CA, USA
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Scientist
Fields of Employment
Work experience
Less than 1 year
Management
I've had experience in managing 1-5 people
Skills
Word
PowerPoint
Excel
R
RStudio
SQL
PostgreSQL
Python
Jupyter Notebook
Tableau
Languages
Chinese
Native or Bilingual
English
Professional
Job search preferences
Positions
Data Analyst/Data Scientist
Job types
Full-time
Locations
CA, USA, Taiwan, Taichung, 台灣, Taipei, 台灣
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
California State University East Bay
Major
Statistics
Print

Chiao-Ting Tsai

 New grad seeking an entry-level job

  California, USA

I am a recent graduate from Cal State East Bay with an M.S. in Statistics with a data science concentrate. I have a solid background and practical knowledge in data analysis, statistical modeling, statistical analysis, data visualization, and machine learning. Seeking an entry position in the data scientist field to leverage skills and gain more practical work experience. Willing and able to work remotely.
Check more on Github!
https://github.com/ct627/My_Portfolio/blob/master/README.md

         https://public.tableau.com/profile/chiaoting.tsai

Experience


Data Scientist

CrowdDoing
Oct. 2020 - Present
CA, USA

Job Functions :

  • Data collection: Scraping 35 target herbs data based on research articles from the National library of medicine.
  • Data analysis: Apply natural language processing to detect herbs’ effectiveness in stress, sleep, and anxiety.
  • Data visualization: Use Tableau to build maps to see relations between wildfire and other factors include zip code, vegetation, climate, etc. Check out my work! https://public.tableau.com/profile/crowddoing#!/

Skills


  • RStudio 
  • SQL
    • PostgreSQL
  • Python
    • Jupyter Lab
  • Tableau
    • Tableau Public 
  • MS Office
    • Word, Excel, PowerPoint

Certifications


  • Master SQL for Data Science

    Issuing authority LinkedIn
    Issued date Sep 2020

  • Tableau Essential Training
    Issuing authority LinkedIn
    Issued date Sep 2020

  • Master Python for Data Science

    Issuing authority LinkedIn
    Issued date Aug 2020

Language


  • Chinese
    • Native
  • English
    • Professional

Project & Related Works


Demand prediction - Python

Forecast use of a city bike-share system, using machine learning algorithms to predict the number of hourly bike share rentals.

See code here.

Loan_Prediction - R-Studio

Use machine learning algorithms to the Lending Club data from 2012-2014. 
The highest accuracy is 0.83.
 (KNN model)

See code here.

Data Cleaning - R-Studio

The dataset includes missing value, complex formats need fixing up and standardizing categories. Clean and prepare well for later analysis. 

See code here.

Education


California State University East Bay

Statistics
2018 – 2020

Providence University

Statistics
2011 – 2015

Resume
Profile

Chiao-Ting Tsai

 New grad seeking an entry-level job

  California, USA

I am a recent graduate from Cal State East Bay with an M.S. in Statistics with a data science concentrate. I have a solid background and practical knowledge in data analysis, statistical modeling, statistical analysis, data visualization, and machine learning. Seeking an entry position in the data scientist field to leverage skills and gain more practical work experience. Willing and able to work remotely.
Check more on Github!
https://github.com/ct627/My_Portfolio/blob/master/README.md

         https://public.tableau.com/profile/chiaoting.tsai

Experience


Data Scientist

CrowdDoing
Oct. 2020 - Present
CA, USA

Job Functions :

  • Data collection: Scraping 35 target herbs data based on research articles from the National library of medicine.
  • Data analysis: Apply natural language processing to detect herbs’ effectiveness in stress, sleep, and anxiety.
  • Data visualization: Use Tableau to build maps to see relations between wildfire and other factors include zip code, vegetation, climate, etc. Check out my work! https://public.tableau.com/profile/crowddoing#!/

Skills


  • RStudio 
  • SQL
    • PostgreSQL
  • Python
    • Jupyter Lab
  • Tableau
    • Tableau Public 
  • MS Office
    • Word, Excel, PowerPoint

Certifications


  • Master SQL for Data Science

    Issuing authority LinkedIn
    Issued date Sep 2020

  • Tableau Essential Training
    Issuing authority LinkedIn
    Issued date Sep 2020

  • Master Python for Data Science

    Issuing authority LinkedIn
    Issued date Aug 2020

Language


  • Chinese
    • Native
  • English
    • Professional

Project & Related Works


Demand prediction - Python

Forecast use of a city bike-share system, using machine learning algorithms to predict the number of hourly bike share rentals.

See code here.

Loan_Prediction - R-Studio

Use machine learning algorithms to the Lending Club data from 2012-2014. 
The highest accuracy is 0.83.
 (KNN model)

See code here.

Data Cleaning - R-Studio

The dataset includes missing value, complex formats need fixing up and standardizing categories. Clean and prepare well for later analysis. 

See code here.

Education


California State University East Bay

Statistics
2018 – 2020

Providence University

Statistics
2011 – 2015