Philip，作者 Philip’s Data Science Diary

Data Scientist & Systems Engineer. Graduated from City University of Hong Kong. Previously founded Twinight Limited as CTO, developing AI investment analytics and automated trading solutions. Currently working as a Test and Integration Engineer on a Vessel Traffic Service (VTS) system in the maritime industry since December 2024.

By Philip Mar 18, 20222024 年 3 月 6 日

Buffer Overflow Attacks and Defenses

This is an individual project of CS3273 – Data Protection and System Security. I did the project in my year 2 2021/22 Semester B. Course Instructor: Dr. Jun HUANG Project … Continue readingBuffer Overflow Attacks and Defenses

By Philip Nov 28, 20212024 年 3 月 6 日

Credit Card Fraud Detection Analysis: A Machine Learning Approach

This is an individual project of SDSC2001 – Python for Data Science. I did the project in my year 2 2021/22 Semester A. Course Instructor: Professor LI Xinyue Context Credit … Continue readingCredit Card Fraud Detection Analysis: A Machine Learning Approach

By Philip Apr 29, 20212024 年 3 月 6 日

Exploring the Relationship Between Temperature and Electricity Consumption in Hong Kong Through Data Analysis

This is the group project of SDSC2004 – Data Visualization. I did the project in my year 1 2020/21 Semester B. Presentation Slides: Course Instructor: Dr. Yu Yang 1. Introduction … Continue readingExploring the Relationship Between Temperature and Electricity Consumption in Hong Kong Through Data Analysis

By Philip Apr 23, 20212024 年 3 月 6 日

Data Science Insights: Exploring the Influence of COVID-19 on Video Game Popularity and Sales

This is the group project of SDSC1001 – Introduction to Data Science. I did the project in my year 1 2020/21 Semester B. Presentation Slides: Course Instructor: Dr. Xinyue LI … Continue readingData Science Insights: Exploring the Influence of COVID-19 on Video Game Popularity and Sales

By Philip Mar 29, 20212024 年 3 月 6 日

Analysis of Node Degree Distributions in Network Graphs Following Power Law Using Linear Regression

This is an individual project of SDSC2004 – Data Visualization. I did the project in my year 1 2020/21 Semester B. Project Requirement: The Power Law degree distribution is an … Continue readingAnalysis of Node Degree Distributions in Network Graphs Following Power Law Using Linear Regression