I'm a data enthusiast with a strong background in analytics, statistics, and business strategy. I enjoy transforming complex datasets into clear and actionable insights through data visualization and machine learning. This GitHub space is where I share selected projects from my academic journey and industry experience.
📍 MSc in Business Analytics — Warwick Business School (2024)
Graduated with a focus on data science, predictive modeling, and optimization for business applications.
Relevant Coursework
- Unsupervised Learning: Support Vector Machine, Decision Tree, Random Forest
- Supervised Learning: Principal Component Analysis, Factor Analysis, Clustering
- Optimization Models: Integer Programming, Unconstrained Optimization
- Data Management: Exploratory Data Analysis in SQL, Database Schema & Normalization
- Pricing Analytics: Revenue Management, Markdown Optimization
- Text Analytics: Natural Language Processing, Sentiment Analysis, Topic Modelling
- Digital Marketing & Strategy
📍 BSc in Mathematics, Minor in Statistics — The Chinese University of Hong Kong (2022)
Developed strong analytical and quantitative skills with exposure to statistical modeling and time series analysis.
Relevant Coursework
- Linear Algebra · Calculus · Probability and Statistics · Regression Analysis · Time Series · EM Algorithm · K-Means Clustering
📍 Cargo Revenue Analyst — Cathay Pacific Airways Limited
As part of the Planning, Analytics & Solutions (PAS) team, I support cargo revenue optimization through data analysis and dashboard development. My role involves turning complex data into actionable insights to guide pricing, forecasting, and network strategies.
Key Focus Areas
- Revenue performance tracking across routes and products
- Building dynamic dashboards to support commercial decision-making
- Collaborating with cross-functional teams on pricing and capacity optimization
- Automating reporting workflows and enhancing data visibility
📍 Junior Data Analyst — BBMSL Limited
Worked on data visualization and performance analytics, drove commercial insights through dashboards and reporting tools.
Relevant Projects
- Sales Performance Dashboard
- Sales Leaderboard
- Marketing KPI Dashboard
- Map Visualizations: Merchant Location and Spatial Insights
Feel free to reach out via LinkedIn or check out the project repositories below!