Hei Fung
Data Engineer
Hong Kong
Summary
Passionate in data. Have been working across different aspects in the data industry for about 7 years. From traditional questionnaire analysis, to data engineering, data analytics, BI dashboard development and machine learning
Overview
7
7
years of professional experience
4
4
years of post-secondary education
7
7
Certifications
Work History
Cloud Data Engineer
FWD Life Insurance
2023.06 - Current
- Help finance department to migrate data and reporting process to AWS
- Develop ETL pipelines in event-trigger manner
- Develop tool to apply version control to tables
- Communicate with users directly to answer their questions, and other parties to make sure projects are on track
- Lead juniors
Data Engineer
Swire Properties
2022.06 - 2023.06
- Collect business requirements and based on the criteria to design the solution using Azure and Databricks
- Assist the analytics team by owning an analysis project, and developing ETL workflow to project important features to data mart for the BI dashboard
- Create the automated test and CI/CD pipeline in the team
- Manage a team of vendors
Data Science Analyst
Cigna
2018.05 - 2022.05
- Use machine learning techniques (e.g. LightGBM, Random Forest) to deliver analytics solutions for business problems like churn prediction & claim amount prediction
- Create Tableau dashboards to visualize marketing campaign result
- Global interactions with US and regional teams
Research Executive
NuanceTree
2017.07 - 2018.03
- Understand the business problems and assist in developing questionnaires
- Analyze the collected survey/ marketing campaign data to provide insight and recommendations
- Prepare presentation materials and build Tableau dashboards
Education
Master of Science - Computer Science
The University of Hong Kong
Hong Kong 2021.09 - 2023.07
BBA - Information Management
The City University of Hong Kong
Hong Kong 2015.09 - 2017.07
Skills
Certification
AWS Certified Solutions Architect - Associate
Timeline
AWS Certified Solutions Architect - Associate
2023-12
AWS Certified Data Analytics - Specialty (DAS)
2023-08
Microsoft Certified: Azure Data Engineer Associate
2023-07
Cloud Data Engineer
FWD Life Insurance
2023.06 - Current
Data Engineer
Swire Properties
2022.06 - 2023.06
Machine Learning Engineering for Production (MLOps) by DeepLearning.AI
2022-01
Master of Science - Computer Science
The University of Hong Kong
2021.09 - 2023.07
DeepLearning.AI TensorFlow Developer by DeepLearning.AI
2019-08
Professional Scrum Master I (PSM I) by Scrum.org
2019-06
AWS Certified Machine Learning – Specialty by AWS
2018-12
Data Science Analyst
Cigna
2018.05 - 2022.05
Research Executive
NuanceTree
2017.07 - 2018.03
BBA - Information Management
The City University of Hong Kong
2015.09 - 2017.07
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