Navigating Data Science: From Classroom to Career
A dedicated page to showcase my university projects.
Project type: forex strategy reconstruction, trade-log analysis, Python backtesting, and execution-risk study. I rebuilt an old midnight FX scalping idea from recovered MetaTrader reports and tested why spread and slippage made the edge fragile. … Continue readingRebuilding a Midnight FX Scalping Bot from Old Trade Logs
I built this project to test a practical investing idea: instead of buying small-cap stocks every month no matter what, can I use simple market rules to decide when small … Continue readingBuilding a Regime-Aware DCA Strategy for Small/Mid-Cap Investing
This is a personal project I built to help people make better investment decisions. The idea was to combine AI with portfolio analysis tools, so users can build portfolios, check … Continue readingAI Portfolio Analytics: Revolutionizing Investment Management with Artificial Intelligence
This is a group project of SDSC4116 – Data Science Capstone. I did the project in my final year 2023/24 Semester B. Presentation Slides: Supervisor: Prof. CHEN Minghua Abstract A … Continue readingHashnut: A Comparative Analysis and Proposed Improvements for Making a Competitive Crypto Wallet
This is an individual project of SDSC3016 – Social Network Analysis. I did the project in my year 4 2023/24 Semester A. Presentation Slides: Course Instructor: Prof. KE Qing 1. Abstract … Continue readingExploring the Dynamics of Global Artist Collaborations on Spotify
This is the group project of SDSC2102 – Statistical Methods and Data Analysis. I did the project in my year 3 2022/23 Semester B. Presentation Slides: Course Instructor: Prof. ZENG … Continue readingPredictive Analysis of Car Prices in the US Market: A Comparative Study of Regression Models
This is the group project of SDSC4107 – Financial Engineering and Analytics. I did the project in my year 3 2022/23 Semester B. Presentation Slides: Course Instructor: Dr. Qi WU … Continue readingStock Market Price Trend Prediction Using Time Series Forecasting
This is the group project of SDSC3001 – Big Data: The Arts and Science of Scaling. I did the project in my year 3 2022/23 Semester A. Presentation Slides: Course … Continue readingExploring the Dynamics of PageRank in Evolving Networks: A Reproduction Study
This is the group project of SDSC3006 – Fundamentals of Machine Learning I. I did the project in my year 3 2022/23 Semester A. Presentation Slides: Course Instructor: Prof. ZENG … Continue readingAutomating Quality Control: Machine Learning-Driven Classification of Faults in Steel Plates
This is an individual project of SDSC3014 – Introduction to Sharing Economy. I did the project in my year 2 2021/22 Semester B. Presentation Slides: Course Instructor: Prof. KE Qing 1. … Continue readingData Exploration on Airbnb HK