Welcome to Macy Chan's Resume

(and my playground)

My Personal Project

Here links to my Personal projects. Full stack from Idea to Application Development to Data Analysis.

Click to access pylyrics2 github


Build a package for scraping lyrics for Machine Learning NPL process purpose. Provide basic EDA for songs by extract, cleaning lyrics and generate a word cloud. R version avaliable in [rLyric]

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Music and Mood

Use Spotify Rest API and users' local weather to construct new playlists using basic scoring method. Moblie compatible. Click [Open App] to experience. This application will be modified after machine learning model is developed. Power by prediction model instead.

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Data Analysis Notebook

Analyze Spotify users’ music preferences and build a prediction model for playlist recommendations. Model will be integreted with the application Music and Mood. Ultimately, the trained model will be able to recommend new songs from a specificed playlist base on users' listening history in past 30 days. For more information, click [View].

My Skill Sets

My Portfolio

My Experience & Qualification

Master of Data Science. Internation Explosure.

Strong technical background. Worked in World Class Enterprise - The Walt Disney Company.

  • All
  • Experience
  • Education
  • Qualification
May 2023 - Present


  • Proficient in Python and SQL for large dataset analysis to support ALM and FTP strategies
  • Effective cross-team collaboration for requirements gathering, Data Mapping Documents creation, and UAT of Group Treasury's solutions
  • Ensure accurate upstream and downstream data in revamp projects through robust data validation and reconciliation processes
Last position: Data Analyst
May 2022 - May 2023

Sitewise Analytics

  • Understand business requirements and develop data-driven insight for clients across the U.S.A.
  • Work with Analytics teams to improve internal processes and operational efficiencies in Agile
  • Automated existing Alterxy workflows with Python scripts for cloud processing, optimizing scalability
Last position: Predictive Analyst
Apr 2018 - July 2021

Hong Kong Disneyland

  • Ticketing System Revamp Project (ATS to Galaxy) - specialized in Data Conversion
  • Heavily engaged in SQL(SSMS)/ XML
  • Continuous Ticketing System Enhancement
  • Performing SIT and organize UAT of interfaces and programs
  • Salesforce System Revamp/ UiPath Deployment Project Management
  • JavaScript and C# Programming, web application
  • Innovative technology team to explore latest technology applicable in the park
  • Extracurricular Activities
  • Disney Tranditional Trainer
  • Disney VoluntEARS
  • Disney Datathon participant
Last position: Business System Analyst
Apr 2017 - Mar 2018

Microware Limited

  • ERP System Revamp Project (Dynamic 365 (CRM & ERP) , Connectwise (Semi ERP, USA Company) , Employee Connect (HRMS))
  • Interviews to collect stakeholders’ requirements
  • Documentation of business blueprint & functional specs
  • Develop training materials and user manuals
  • Organize new software training workshops
  • Partially IT support, coding in VBA and C#, windows application
Last position: Business Analyst
Jul 2015 - Mar 2017

SF Express

  • Mobile App Revamp
  • SOP planning and actual operation execution
  • Vendor Management
  • Management Training -
    Servals positions participated including Procurement, Public Relation, Administration Department.
Last position: Operations Executive

University of British Columbia

  • Master of Data Science
  • Located in Canada

The Chinese University of Hong Kong

  • Bachelor of Engineering
  • Major in Electronic Engineering
  • Specialized in Digital Signal Processing
  • Minor in Japanese Study
  • Located in Hong Kong

Donshisha University

  • Japanese and Japanese Study
  • One year exchange program
  • Located in Japan

University of California, Berkeley

  • Summer school
  • Located in U.S.A.

ITIL - Foundation Level

  • Foundation:
  • With a score of 98% where 65% is needed

LCCI Level 1

  • Foundation:
    Hong Kong School of Commerce
  • Book-keeping Level 1: Pass With Merit

Japanese-Language Proficiency Test

  • Foundation:
    The Japan Foundation
  • N2: Pass with A in both Vocabulary and Grammar

My Extracurricular Activities

Carousel of achievements in my spare time

My Contact