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Alfred Labs.
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Avatar of 呂學炘.
Avatar of 呂學炘.
呂學炘
Data Science @Alfred Labs.
・
2017 ~ Presente
En el plazo de dos meses
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
De 4 a 6 años
University of Taipei
・
Computer Science

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Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
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Más de un año
Avatar of Chiao-Ting Tsai.
Chiao-Ting Tsai
Data Scientist @ CrowdDoing
Logo of CrowdDoing.
CrowdDoing
・
2020 ~ Presente
CA, USA
Professional Background
Situación actual
Empleado
Progreso en la búsqueda de empleo
Professions
Data Scientist
Fields of Employment
Experiencia laboral
Menos de 1 año
Management
I've had experience in managing 1-5 people
Habilidades
Word
PowerPoint
Excel
R
RStudio
SQL
PostgreSQL
Python
Jupyter Notebook
Tableau
Idiomas
Chinese
・
Nativo o bilingüe
English
・
Profesional
Job search preferences
Posición
Data Analyst/Data Scientist
Tipo de trabajo
A tiempo completo
Ubicación
CA, USA, Taiwan, Taichung, 台灣, Taipei, 台灣
A distancia
Interesado en trabajar a distancia
Freelance
Sí, soy un autónomo amateur.
Educación
Escuela
California State University East Bay
Mayor
Statistics
Imprimir

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
Perfil
Imprimir

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