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Avatar of 呂學炘.
Avatar of 呂學炘.
呂學炘
Data Science @Alfred Labs.
・
2017 ~ Sekarang
Dalam dua bulan
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
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SQL
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University of Taipei
・
Computer Science

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Avatar of Chiao-Ting Tsai.
Chiao-Ting Tsai
Data Scientist @ CrowdDoing
Logo of CrowdDoing.
CrowdDoing
・
2020 ~ Sekarang
CA, USA
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Data Scientist
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PowerPoint
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Python
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Chinese
・
Bahasa ibu atau Bilingual
English
・
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Data Analyst/Data Scientist
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Full-time
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CA, USA, Taiwan, Taichung, 台灣, Taipei, 台灣
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Ya, saya adalah freelancer amatir.
Pendidikan
Institusi Pendidikan
California State University East Bay
Jurusan
Statistics
Cetak

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

CV
Profil
Cetak

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