Yujie Fang
Adelaide,SA
Summary
A cloud data engineer with two years of hands-on experience, my previous work primarily focused on data pipeline development, data migration, and cleansing. I have contributed to providing inputs for models, enhancing their performance in production. With a strong interest in backend development, I am eager to gain more hands-on experience, allowing me to further enrich my development journey.
Overview
3
3
years of professional experience
Work History
Data Engineer
Aikucun
Shanghai
08.2021 - 02.2024
- Building scheduled data synchronization tasks in the cloud: Responsible for synchronizing data to designated MySQL and Redis clusters in the production environment based on various business requirements, providing online inference services, or conducting corresponding unit tests in the test environments.
- Building data cleansing tasks in the cloud: Performing data cleansing and developing data pipelines based on different scenarios and requirements of various models. This involves working with user behavior data we collected from backend logs and the latest product information synchronized from other departments.
- Refactoring backend services using Go and Python: Mainly focused on delivering product recommendation and sorting services to other departments based on our model's outcomes. Additionally, collecting user behavior data for each request through Kafka, for use in subsequent model iterations.
- Visualizing the quality of services provided through charts and reports: Creating visual representations to showcase, report, and assess the quality of services, serving as a crucial aspect of model iteration.
Education
Master of Data Science -
University of South Australia
Adelaide, SA07-2021
Bachelor of Computer Science -
The University of Adelaide
Adelaide, SA07-2019
Skills
- Cloud
- Data Analytics
- CI/CD
- Docker
- Machine Learning
- Full-Stack Development
- SQL and Databases
- A/B Testing
Timeline
Data Engineer
Aikucun
08.2021 - 02.2024
Master of Data Science -
University of South Australia
Bachelor of Computer Science -
The University of Adelaide
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