Portfolio

Notable projects include:

Predicting fraudulent financial statements using machine learning:

https://github.com/chiu/accounting-ml-project

Predicting airplane departure delays with machine learning:

https://github.com/chiu/departure-delay-project/blob/master/report/project_report.pdf

Benchmark of various machine learning models for predicting housing prices:

https://github.com/chiu/machine-learning-project/blob/master/comparison-supervised-unsupervised.pdf

Visualization of decision trees:

Implemented visualization of decision trees using d3.js:
https://github.com/chiu/decision-tree-visualizer/blob/master/visualization_report_chiu.pdf

Demo:

https://codepen.io/vchiu/project/full/DObPvr

Video:

https://www.youtube.com/watch?v=iDN832_sIE0&feature=youtu.be