Badges
Certifications
Work Experience
Data Science Placement, The Square
Universal Music Group•  July 2021 - Present
- Working primarily with data scientist in an internal strategy team that provides bespoke solutions across record label companies. - Day to day this involves coding in Python and SQL to perform deep-dive analytics, transforming relational datasets and visualising the insights through Google Data Studio. - Knowledgable across a range of tools and techniques, such Python, SQL, Machine Learning models, data modelling, Google data studio.
Assistant Manager, Cargo Revenue Operations & Research
Cathay Pacific Airways•  September 2019 - November 2020
- Delivered revenue forecast and cargo capacity analysis to senior management for latest cargo outlook - Led analyst to design and implement commercial analytics by Python for 600+ users across different levels - Collaborated with consultants to formulate the cargo commercial data and facilitate insight-led revenue generation
Coordinator, Revneue Strategy and Systems
Cathay Pacific Airways•  May 2017 - September 2019
- Delivered periodic and adhoc studies and analysis to senior management for business planning and development - Identified and streamlined business operations to increase efficiency by 60% through Excel VBA, Alteryx and Qliksense - Managed the annual budget and sales strategies formation process for 50 offices and 200+ routes
Managment Associate
Hilti•  July 2016 - May 2017
- Managed an annual revenue with HKD 6 Million HK Dollars account and achieved 130% sales target in 2016 - Positioned as Technical Sales Representative in 1st year to develop business and enhance customer engagement
Intern, Assurance
PwC•  January 2016 - January 2016
- Audited a global leading logistics firm’s financial documents including foreign exchange transactions - Researched and developed a real estate pricing model to provide recommendations for clients’ portfolios
Intern, Revenue Management & Analytics
Disney•  June 2015 - January 2016
- Developed Annual Pass database by SQL to generate insights and strategies on Disneyland Annual Pass holders - Formulate and created analytics reports by SQL to improve data transparency in revenue performance
Education
University of Bath
Data Science, MS•  September 2020 - Present
Courses - Coding, Statistics, Machine Learning, Deep Learning, Reinforcement Learning Dissertation - Object Detection through Deep Learning Tools - Python, SQL, Excel Packages - Numpy, Pandas, Matplotlib, Sklearn, Tensorflow, Scipy, NLTK
The Hong Kong University of Science and Technology (HKUST), Hong Kong
Economics and Finance, BS•  September 2012 - May 2016
Courses - Macro/Microeconomics, Applied Mathematics, Econometrics Research Paper - Social Mobility and Intergenerational Elasticity of Income
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Skills
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