ZhaoYi Yang
Melbourne,VIC
Summary
Graduated in Applied Data Science at Monash University with an applied direction in Drug and Society. Strong analytical and problem solving skills, good at working with large data sets to gain meaningful insights. A strong interest in researching and understanding drugs. Excel at using machine learning algorithms and statistical methods to provide evidence-based advice. Excellent communication and collaboration skills, able to work seamlessly as a team on interdisciplinary projects. Eager to contribute to organizations working at the intersection of data science and pharmaceutical issues.
Overview
4
4
years of professional experience
Work History
Intern
China International Capital Corporation Limited
2020.05 - 2020.08
- Organize customer data and classify customers into domains. Search for industry experts to give investment advice to investors in different sectors.
- Learn to understand and record daily movements of funds and stocks.
- Learn basic data visualization and data trend analysis with company's data analysts.
Intern
Sanofi Pharmaceuticals
2020.09 - 2021.02
- Assist to complete the Chinese medical insurance entry process for specific dermatitis drug (Dupixent).
- Record and integrate the dermatologist information of each hospital and submit it to the superior for docking.
- Learn the mechanism of drug therapy and make relevant PPT.
- Learn Excel functional formulas and use them to organize and filter customer information.
Data Challenge Project
Monash University
2021.03 - 2023.11
- Learn and apply the knowledge of data cleansing and sorting.
- Learn data modelling and data visualization.
- Learning neural networks are used to predict data trends and future data.
- Data analysis and research for projects in various fields, including: weather data, stock data, real estate data, student data, etc.
- Present the information and suggestions in the form of a speech.
Data Science Intern
Digicor
2023.10 - 2023.11
- Responsible for the collation and cleansing of customer data in the marketing department and the visualisation of the data information.
- Implemented a data lake using AWS and connected the data to a visualisation dashboard and presented it in charts.
- Encrypted access to the AWS data lake to ensure that only relevant company personnel could access it to ensure data security.
Education
Bachelor of Science - Applied Data Scientist
Monash University
Melbourne, VIC12.2023
Skills
- Python, Matlab, R studio, VS code, AWS
- Data cleansing and modelling
- Data visualization
- Neural network
- Statistics, Operations research, Mathematics
- Jira, Confluence, Github
- Bio-pharmaceutical
Languages
Chinese (Mandarin)
Native or Bilingual
English
Professional Working
Timeline
Data Science Intern
Digicor
2023.10 - 2023.11
Data Challenge Project
Monash University
2021.03 - 2023.11
Intern
Sanofi Pharmaceuticals
2020.09 - 2021.02
Intern
China International Capital Corporation Limited
2020.05 - 2020.08
Bachelor of Science - Applied Data Scientist
Monash University
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