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Avatar of Ya-Hsien Wu.
marketing lead
More than one year
20%。 負責執行國外大型活動專案,獲利率達50%,創造上千萬獲利。 學歷/證照 台灣國立政治大學 企業管理研究所 MBA 2014 年 10 月年 2 月 GPA 4.13 國際專案管理師證照(PMP) Google Analytics(分析)IQ 認證語言 母語中文 Chinese-Native Speaker 流利英文 English-TOEIC 800/990 基礎俄文 Russian-TORFLⅠ/Ⅲ
Marketing
Product Marketing
Business Management
Full-time / Interested in working remotely
6-10 years
國立政治大學
marketing

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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
Data Analyst/BI engineer
Logo of Tomofun 寵物AIoT科技新創.
Tomofun 寵物AIoT科技新創
2023 ~ Present
Taiwan, 台灣
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Python Developer, Data Analyst
Fields of Employment
E-Commerce, Artificial Intelligence / Machine Learning, Ecommerce
Work experience
2-4 years work experience (1-2 years relevant)
Management
None
Skills
Excel
Google Drive
R language
Python
SQL
Google Analytics
Linux
Git
Google Sheets
PrestoSQL
Quantitative Research
Quantitative Analysis
Customer Experience
Chatbot
Data Analysis
Languages
English
Fluent
Russian
Fluent
Chinese
Native or Bilingual
Job search preferences
Positions
數據分析師、資料科學家
Job types
Full-time
Locations
Taiwan, 台灣
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
國立政治大學 (台灣)
Major
俄語, 經濟
Print
Profile 03 00@2x

                  Current 
1. Data Analyst 
2. Part-time Russian-Chinese translator 
3. Learner in data science

Milana Chang

Hi, this is Milana, who wants to be a data scientist, and love coding, analyzing, finding new interest insights from the data. 


Skills:Python / R language / SQL / PowerBI / Statistics / Git / Excel / Tableau

Working Experience

Data Analyst/Ubereats

Working place : Taipei, Taiwan [2022.04 - 2023.07] 

1. Campaign A/B test and Consumer behavioral analysis 
Build up framework and capture data with SQL from our database to analyze our customers’ behavior on our platform. Design A/B test and Make XP recommendation for our promotion construct based on analysis result.
2. Budget analysis and Strategy making
Evaluate and quantify the benefits brought to the company as a whole by various campaigns, and adjust or make plans for campaigns within a limited budget.
3. Dashboard maintenance
Build visualized dashboard for tracking top-line/bottom-line and other meaningful metrics to make assessment for our campaign efficiency.
5. Data Pipeline Automation 
Build data pipeline and update data in our database with Python script or developed tool to make data input/output process automated.
4. Alarming Chatbot 
Create alarming Chatbot to auto send error message while wrong input happened to make sure our input data quality.
6. Gmail auto-sending system
Create Gmail auto-sending program wit Python script, which reduce the regular manual work for our team member.

Database AdministratorCyberon Co., Ltd.

Working place : Taipei, Taiwan [2020.11 – 2022.04] 


1. Phonetic Analysis

Apply phonology and phonetic rule to NLP, building up a system for auto-generating phonetics from a text input.

2. Natural Language Data Cleaning 

Process unstructured data with Python and develop new language structure for TTS team (Text to Speech) to make sure quality of the input data.

3. Data Crawler

Crawling new data from online open source for the input to ML model training.

Social Media and Public Opinion Analytics InternEland Information Co., Ltd.

Working place : Taipei, Taiwan [2020.04 - 2020.07] 


1. Public Opinion Tracking and Reporting

With developed tools and analytic tools track traffic and brand's performance on the internet, compile the observation report on public opinion through data from social media for our client. 

2. Word Segmentation Optimization
Help to do the word segmentation with SQL and train people tags by segmented words. 

Analysis Skills


Other skills


Software

  • Word processing 
    • Word, PowerPoint, Excel 
  • Computer aided design 
    • Photoshop, Illustrator 
  • Programming 
    • R languages, Python, SQL 


Languages

  • Russian-high level TORFL(ТРКИ) B2 
    • Fluent in writing, speaking, reading, and listening 
  • English-high level TOEIC golden certificate 
    • Fluent in writing, speaking, reading, and listening
  • Spanish-beginner's level 
    • normally read, write, and speak in daily languages 


Side Projects From Workshop

Here I will show you the analysis projects I did in some data workshops. In each project you will see my data analysis skill, data interpretation and programming skills.


Project 01

Recommendation system for recipe website


It is a competition to build recommendation system for a well-known recipe website in Taiwan.


Rank : top 10. 


Main tools used : Python, Colab


Click Here : 

Project 02

Instacart Data Analysis


Use the open data released by Instacart to find the association rules between products and predict which product will be reordered and who will reorder


Main tools used : Python, SQL


Click Here : 

Project 03

UCLA Admission Data Analysis


Use the student application materials released by UCLA University to identify important factors that affect whether the university admits student.


Main tools used : R language


Click Here : 

Other Side Projects with NGO

This is the NGO Data Science Program initiated by myself. All the projects here were built by me and my partner Po.


Project 01

Line chat bot


Cooperate with a stray animals association to build a line chatbot to collect cat and dog voice corpus for the follow-up to do cat and dog voice emotion recognition.


Main tools used : Heroku, Python, Flask, SQL, Line API, Google Drive API


Click Here : 

Project 02

Automated Data Presenting dashboard


Cooperate with the Educational Foundation to produce data and word cloud real-time presentation dashboard


Main tools used : Grafana, Heroku, google sheet api, google drive api, Python, Flask 


Click Here : 


Project 03

Automated Creating Script


Cooperate with another stray animal association to assist in the automation of data pipeline and build a web platform for data integration 


Main tools used : Heroku, Python, Flask, JS, HTML, Google Sheet API


Click Here : 

Education

National Chengchi University (Taiwan)

Department of Slavic Languages and Literature [2015.09 - 2020.07] (Graduated)

[Research] 

Russian national condition 

Department of Economics [2016.09 - 2020.07] (Graduated)

[Research] 

The Impact of Taiwan’s Foreign Direct Investment on Taiwan’s Export Trade: Taking the Four ASEAN Countries as an Example 

Samara Branch of Moscow City Pedagogical University (Russia) [2018.09 - 2019.06] (Exchange)

Department of Foreign Languages

Out-of-campus courses

Alpha Camp Data Talent Program

[2021.12.20 - 2022.02.17] 


1. Learn recommendation system and algorithm 

2. Build recommendation system for a website 

Main tool : Python, Colab 


Work:Recommendation system for recipe website 

Certificate:

Big Data Technician Program

[2020.08 - 2020.10]


1.Hadoop, Spark structure 

2.Linux 

3.SQL 

4.Machine Learning algorithm 

Main tool : Python, SQL, Linux 


Work:Instacart Data Analysis 


Python Programming on Datacamp

[2020.01 - 2020.02]

Learn Python


Certificate:

Campus clubs

The director of the club « NCCU Mixer »   Fanpage:

Working place : NCCU(National ChengChi university), Taipei, Taiwan [2017.09 - 2018 .06]


Manage club members, maintain fanpage of the club, write activity planning books, arrange sound-engineering courses, recruite new members.

The artistic designer in the Student Association of Department of Slavic Languages And Literature

Working place : NCCU(National ChengChi university), Taipei, Taiwan [2016.09 - 2017.06] 


Design the logos of events, DM of products, create new products, set up a venue. 

The director of the club « Russian Traditional Dance »

Working place : NCCU(National ChengChi university), Taipei, Taiwan [2016.09 - 2017.06] 


Teach students of our department Russian traditional dance. 

The core member of the voluteer club « Chi Nan »

Working place : NCCU(National ChengChi university), Taipei, Taiwan [2016.09 - 2017.06] 


Teach children to sing English songs in school in remote places.  

Competition 

Recommendation System for Recipe Website in Alpha Camp Program

[2022.01] Accomplishment : Top 10

Big Data Technician Program[Analysis competition with Hadoop System]

[2020.10] Accomplishment : First place  

MIC Industry Analysis Workshop

[2020.01] Accomplishment : Honorable Mention     

Competition in Russian, Russian culture and Russian national knowledge

[2017.05] Accomplishment : First place 


Resume
Profile
Profile 03 00@2x

                  Current 
1. Data Analyst 
2. Part-time Russian-Chinese translator 
3. Learner in data science

Milana Chang

Hi, this is Milana, who wants to be a data scientist, and love coding, analyzing, finding new interest insights from the data. 


Skills:Python / R language / SQL / PowerBI / Statistics / Git / Excel / Tableau

Working Experience

Data Analyst/Ubereats

Working place : Taipei, Taiwan [2022.04 - 2023.07] 

1. Campaign A/B test and Consumer behavioral analysis 
Build up framework and capture data with SQL from our database to analyze our customers’ behavior on our platform. Design A/B test and Make XP recommendation for our promotion construct based on analysis result.
2. Budget analysis and Strategy making
Evaluate and quantify the benefits brought to the company as a whole by various campaigns, and adjust or make plans for campaigns within a limited budget.
3. Dashboard maintenance
Build visualized dashboard for tracking top-line/bottom-line and other meaningful metrics to make assessment for our campaign efficiency.
5. Data Pipeline Automation 
Build data pipeline and update data in our database with Python script or developed tool to make data input/output process automated.
4. Alarming Chatbot 
Create alarming Chatbot to auto send error message while wrong input happened to make sure our input data quality.
6. Gmail auto-sending system
Create Gmail auto-sending program wit Python script, which reduce the regular manual work for our team member.

Database AdministratorCyberon Co., Ltd.

Working place : Taipei, Taiwan [2020.11 – 2022.04] 


1. Phonetic Analysis

Apply phonology and phonetic rule to NLP, building up a system for auto-generating phonetics from a text input.

2. Natural Language Data Cleaning 

Process unstructured data with Python and develop new language structure for TTS team (Text to Speech) to make sure quality of the input data.

3. Data Crawler

Crawling new data from online open source for the input to ML model training.

Social Media and Public Opinion Analytics InternEland Information Co., Ltd.

Working place : Taipei, Taiwan [2020.04 - 2020.07] 


1. Public Opinion Tracking and Reporting

With developed tools and analytic tools track traffic and brand's performance on the internet, compile the observation report on public opinion through data from social media for our client. 

2. Word Segmentation Optimization
Help to do the word segmentation with SQL and train people tags by segmented words. 

Analysis Skills


Other skills


Software

  • Word processing 
    • Word, PowerPoint, Excel 
  • Computer aided design 
    • Photoshop, Illustrator 
  • Programming 
    • R languages, Python, SQL 


Languages

  • Russian-high level TORFL(ТРКИ) B2 
    • Fluent in writing, speaking, reading, and listening 
  • English-high level TOEIC golden certificate 
    • Fluent in writing, speaking, reading, and listening
  • Spanish-beginner's level 
    • normally read, write, and speak in daily languages 


Side Projects From Workshop

Here I will show you the analysis projects I did in some data workshops. In each project you will see my data analysis skill, data interpretation and programming skills.


Project 01

Recommendation system for recipe website


It is a competition to build recommendation system for a well-known recipe website in Taiwan.


Rank : top 10. 


Main tools used : Python, Colab


Click Here : 

Project 02

Instacart Data Analysis


Use the open data released by Instacart to find the association rules between products and predict which product will be reordered and who will reorder


Main tools used : Python, SQL


Click Here : 

Project 03

UCLA Admission Data Analysis


Use the student application materials released by UCLA University to identify important factors that affect whether the university admits student.


Main tools used : R language


Click Here : 

Other Side Projects with NGO

This is the NGO Data Science Program initiated by myself. All the projects here were built by me and my partner Po.


Project 01

Line chat bot


Cooperate with a stray animals association to build a line chatbot to collect cat and dog voice corpus for the follow-up to do cat and dog voice emotion recognition.


Main tools used : Heroku, Python, Flask, SQL, Line API, Google Drive API


Click Here : 

Project 02

Automated Data Presenting dashboard


Cooperate with the Educational Foundation to produce data and word cloud real-time presentation dashboard


Main tools used : Grafana, Heroku, google sheet api, google drive api, Python, Flask 


Click Here : 


Project 03

Automated Creating Script


Cooperate with another stray animal association to assist in the automation of data pipeline and build a web platform for data integration 


Main tools used : Heroku, Python, Flask, JS, HTML, Google Sheet API


Click Here : 

Education

National Chengchi University (Taiwan)

Department of Slavic Languages and Literature [2015.09 - 2020.07] (Graduated)

[Research] 

Russian national condition 

Department of Economics [2016.09 - 2020.07] (Graduated)

[Research] 

The Impact of Taiwan’s Foreign Direct Investment on Taiwan’s Export Trade: Taking the Four ASEAN Countries as an Example 

Samara Branch of Moscow City Pedagogical University (Russia) [2018.09 - 2019.06] (Exchange)

Department of Foreign Languages

Out-of-campus courses

Alpha Camp Data Talent Program

[2021.12.20 - 2022.02.17] 


1. Learn recommendation system and algorithm 

2. Build recommendation system for a website 

Main tool : Python, Colab 


Work:Recommendation system for recipe website 

Certificate:

Big Data Technician Program

[2020.08 - 2020.10]


1.Hadoop, Spark structure 

2.Linux 

3.SQL 

4.Machine Learning algorithm 

Main tool : Python, SQL, Linux 


Work:Instacart Data Analysis 


Python Programming on Datacamp

[2020.01 - 2020.02]

Learn Python


Certificate:

Campus clubs

The director of the club « NCCU Mixer »   Fanpage:

Working place : NCCU(National ChengChi university), Taipei, Taiwan [2017.09 - 2018 .06]


Manage club members, maintain fanpage of the club, write activity planning books, arrange sound-engineering courses, recruite new members.

The artistic designer in the Student Association of Department of Slavic Languages And Literature

Working place : NCCU(National ChengChi university), Taipei, Taiwan [2016.09 - 2017.06] 


Design the logos of events, DM of products, create new products, set up a venue. 

The director of the club « Russian Traditional Dance »

Working place : NCCU(National ChengChi university), Taipei, Taiwan [2016.09 - 2017.06] 


Teach students of our department Russian traditional dance. 

The core member of the voluteer club « Chi Nan »

Working place : NCCU(National ChengChi university), Taipei, Taiwan [2016.09 - 2017.06] 


Teach children to sing English songs in school in remote places.  

Competition 

Recommendation System for Recipe Website in Alpha Camp Program

[2022.01] Accomplishment : Top 10

Big Data Technician Program[Analysis competition with Hadoop System]

[2020.10] Accomplishment : First place  

MIC Industry Analysis Workshop

[2020.01] Accomplishment : Honorable Mention     

Competition in Russian, Russian culture and Russian national knowledge

[2017.05] Accomplishment : First place