Ying Tung (Michelle) Lin
MS-DS Student@UB | Data Scientist | Data Analyst | Marketing Data Scientist
[email protected]
Education
University at Buffalo, The State University of New York
Master degree
School of Engineering and Applied Sciences (Data Science) 2022 ~ 2023
Fu Jen Catholic University
Bachelor degree
Computer Science Engineering Information, 2013 ~ 2017
Skill
Languages
- Mandarin (native)
- English (advanced)
- Japanese (intermediate)
Programming Languages
- R
- C++
- CSS, HTML
- Java
- SQL
- Python
- Matlab
Data Visualization
- Folium
- Seaborn
- Matplotlib
- Tableau
Project
Crime Reports in Buffalo
- Organized messy data from a JSON file into a structured format, improving data readability and accessibility
- Implemented SQL and Python to develop and organize a database to store and manage structured data
- Utilized Python's Folium package to plot crime data on an interactive map, displaying the date and type of each crime by longitude and latitude coordinates, providing valuable insights into crime patterns and hotspots.
Predicting Heart Disease
- Employed Python Seaborn and Matplotlib to analyze data visually
- Utilizing PCA and VIP scores to identify the most critical features for effective decision-making and insights.
- Developed a predictive model using machine learning algorithms such as logistic regression and decision trees to identify patients at high risk of heart disease.
Experience
Scarlet Tech
Scarlet Tech focuses on improve occupational safety and environmental health by leveraging internet of things (IoT) technology. Scarlet Tech has developed our sales and services in Middle East, South East Asia, Africa, Australia, America and Europe since 2011. Our customers come from the heavy industry and natural gas and oil industries of countries around the world, such as ADNOC, Shell, Petronas, Saudi Aramco, DP WORLD, SpaceX, Netflix, etc. Scarlet new product- APOLLO M1 wins 2020 Red Dot Industrial Design Award.
Global sales and marketing Analyst
May 2019 - July 2022
- Responsible for submitting applications for government noise subsidy programs
- Developed and maintained a comprehensive database for inventory management
- Increase FB fan page followers by 250% -Participate in the 2019 Dubai Big5 Exhibition to expand business in the Middle East
- Developed new country clients - Republic of Benin and Thailand
- Increase sound level meter sales by 500%
- Analyzed customer engagement and sales data to identify opportunities for optimization and improve product landing pages utilizing HTML, CSS, JavaScript, and SEO best practices
VisualGoal Technology
Visual Goal comes from semiconductor groups of Taiwan, then set up R&D centers in Taiwan and Japan, and develop automotive-related products with renowned WRC, GT racers and BMW engineers.
International marketing sales
Mar 2018 - Mar 2019
- Involved in the 2018 Tokyo Auto Salon and a three-month assignment in Japan to establish new relationships.
- Maintained and built the official website using HTML and CSS, ensuring a high-quality user experience.
- Achieved 250% social media engagement increase via Facebook and Instagram by analyzing data
Fu Jen University Information Center
System Engineer
Jan 2018 - Mar 2018
- Developed and maintained the university course selection system using the MVC pattern and Java to optimize performance. Collaboration with cross-functional teams to improve the system.
- Implemented data validation and integrity checks to ensure the accuracy of student course selections
K WAY Information Corp.
Product marketing strategy Intern
Feb 2017 - May 2017
Use the RWD concept to design the company's official website and negotiate with the R&D department.
ENJAR Taiwan International Ltd
Soft Engineer Intern
May 2016 - August 2016
- Applied statistical and machine learning techniques to analyze and improve XPOS system performance
- C language and SQL skills were utilized to customize XPOS functions and resolve client issues
- Provided technical support and assistance to clients in resolving data-related issues and optimizing
system performance
