KING LEUNG
Data Scientist
Hong Kong
Summary
- Data Scientist @HKMA contributing to End-to-End Data Science projects
- Pursuing Msc of FinTech in HKUST
- Strong belief in Data Science and Data-Driven solution in Finance Industry
- Keen learner in cutting-edge technologies
Overview
7
7
years of professional experience
5
5
Certifications
Work History
Data Scientist | SupTech
Hong Kong Monetary Authority
01.2025 - Current
- Collect business logic from banking supervision experts and consolidate into user requirement
- Design and build Loan Classification Predictive Model to monitor corporate loan risk
- Design and implement sustainable MLOps to deliver continuous model enhancement
- Establish continuous case management system and dynamic visualization tool for monitoring and alerting using Tableau dashboard
Data Analyst
Bank of China (Hong Kong)
12.2024 - 01.2025
- Enriching customer digital footprint and external data into network graph analysis to enhance corporate customer intention insights and new customer acquisition strategies
- Develop data analytic solutions and propensity models for identifying cross-selling opportunities
- Build Risk predictive models to assess and monitor corporate borrowers default risk
- Establish continuous model monitoring and alerting using Tableau dashboard
- Engaged in Generative AI POC project and solution development
Deputy Data Analyst
Bank of China (Hong Kong)
12.2023 - 11.2024
- Enriching customer digital footprint and external data into network graph analysis to enhance corporate customer intention insights and new customer acquisition strategies
- Develop data analytic solutions and propensity models for identifying cross-selling opportunities
- Build Risk predictive models to assess and monitor corporate borrowers default risk
- Establish continuous model monitoring and alerting using Tableau dashboard
- Engaged in Generative AI POC project and solution development
Assistant Data Analyst
Bank of China (Hong Kong)
05.2022 - 11.2023
- Develop analytics reports and visualization dashboard for business monitoring and delivering insights
- Support business campaign activities and deliver related MIS report
- Support data governance of data platform
Data Scientist Intern
Neuron Digital
02.2022 - 04.2022
- Develop and maintain Big Data Pipeline for the Cloud Data Platform
- Apply big data analytic technologies to develop cloud native analytic algorithm for structured data, unstructured data, time series and other IoT applications
- Conduct research on state-of-the-art technologies to solve business problems
- Working with domain expert to develop unique AI algorithm for smart building and smart city applications
- Work with developers and application analysts within the team to deliver results to the clients in easy-to-understand format
- NoSQL Database Management (Neo4j)
Fintech Engineer Intern
Invest Bots Limited
05.2021 - 02.2022
- Develop and design decentralized financial statement analytical tools
- Perform quantitative analysis on information retrieved from internal and external sources
- Focus on the financial analysis, modeling, and monitoring of investments
- Assist with valuation analysis and modeling of existing and new investments opportunities
- AWS cloud platform tools
- Python and Node.JS projects
- Data Management (MySQL and MongoDB)
IT Trainee
Guru Online
07.2020 - 05.2021
- Data analysis and Information research
- Assist in building Recommendation System
- Building Performance Dashboards
- AWS cloud platform tools
Tutor
Binary Creation Limited
09.2018 - 08.2020
- Teaching students on various STEM topics such as mBot and micro:bits
Education
MSc - Fintech
Hong Kong University of Science and Technology
01.2024 - 1 2026
Bachelor's Degree - Information Engineering
City University of Hong Kong
01.2018 - 1 2022
Skills
Python
SQL
C
NoSQL (Neo4j, MongoDB)
Machine learning
Tableau
Neural networks
Neo4j
AWS Cloud Platform
Alteryx
Certification
AWS Certified AI Practitioner, 01/01/24, AWS
Awards And Acknowledgements
- Service Award for Student Association, 01/01/17
- DAT208x: Introduction to Python for Data Science, 01/01/20, Microsoft and edX, Course offered by Microsoft and edX, Successfully completed and received a passing grade
- SQL Fundamental, 01/01/20, Datacamp, Course offered by Datacamp, Successfully completed and received statement of accomplishment
Timeline
Data Scientist | SupTech
Hong Kong Monetary Authority
01.2025 - Current
Data Analyst
Bank of China (Hong Kong)
12.2024 - 01.2025
MSc - Fintech
Hong Kong University of Science and Technology
01.2024 - 1 2026
Deputy Data Analyst
Bank of China (Hong Kong)
12.2023 - 11.2024
Assistant Data Analyst
Bank of China (Hong Kong)
05.2022 - 11.2023
Data Scientist Intern
Neuron Digital
02.2022 - 04.2022
Fintech Engineer Intern
Invest Bots Limited
05.2021 - 02.2022
IT Trainee
Guru Online
07.2020 - 05.2021
Tutor
Binary Creation Limited
09.2018 - 08.2020
Bachelor's Degree - Information Engineering
City University of Hong Kong
01.2018 - 1 2022
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