Ian Heung

About Me

My name is Ian Heung. I am originally from Hong Kong, and am currently located in London, UK. I am currently a postgraduate student at University College London, pursuing a MSc in Scientific and Data Intensive Computing.

I graduated magna cum laude from Davidson College in the US with a Bachelor of Science in Physics and a minor in Computer Science. During my time at Davidson, I actively participated in machine learning research focused on the analysis and classification of nuclear physics experimental data.

In addition to my studies, I work on various projects to further develop and apply my data science and machine learning skills. Please feel free to explore my projects below.

Data Projects

Data Projects

Here are some featured data analytics and ML projects. For more, please check out my GitHub.

Insider

Insider Trading Dashboard from Web Scraped Data

Bike Share Case Study

Bike Share Case Study

Fraud Detection

Fraud Detection on Imbalanced Datasets

Research Projects

I have worked on various physics and machine learning projects. Code is available on request.

2D &3D Convolution

2D and 3D CNN Particle Classification

3D Sparse Convolution

3D Sparse Convolution Models

PID and Digital Filters

PID Controller and Digital Filter Implementation

Skills

Programming Languages

Python Python
SQL SQL
C C/C++
Bash Bash, Unix Shell

Software and Packages

Jupyter Jupyter Notebook
Pandas Pandas
ML Machine Learning
Tableau Tableau