Summary
Overview
Work History
Education
Skills
Certification
Timeline
Generic

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
06.2023 - 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
06.2022 - 06.2023
  • 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
05.2018 - 05.2022
  • 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
07.2017 - 03.2018
  • 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
09.2021 - 07.2023

BBA - Information Management

The City University of Hong Kong
Hong Kong
09.2015 - 07.2017

Skills

  • PyTorch

    • undefined

    Certification

    AWS Certified Solutions Architect - Associate

    Timeline

    AWS Certified Solutions Architect - Associate

    12-2023

    AWS Certified Data Analytics - Specialty (DAS)

    08-2023

    Microsoft Certified: Azure Data Engineer Associate

    07-2023

    Cloud Data Engineer

    FWD Life Insurance
    06.2023 - Current

    Data Engineer

    Swire Properties
    06.2022 - 06.2023

    Machine Learning Engineering for Production (MLOps) by DeepLearning.AI

    01-2022

    Master of Science - Computer Science

    The University of Hong Kong
    09.2021 - 07.2023

    DeepLearning.AI TensorFlow Developer by DeepLearning.AI

    08-2019

    Professional Scrum Master I (PSM I) by Scrum.org

    06-2019

    AWS Certified Machine Learning – Specialty by AWS

    12-2018

    Data Science Analyst

    Cigna
    05.2018 - 05.2022

    Research Executive

    NuanceTree
    07.2017 - 03.2018

    BBA - Information Management

    The City University of Hong Kong
    09.2015 - 07.2017

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