Thomas Chiang Portfolio | Hi! I’m a Data Scientist with an interest in applying models to big problems. All my major projects can be found here documented on the website. Check them out!

Welcome to my portfolio! Have a look around to see my previous projects…

Projects

Jun 18, 2022

Training a deep reinforcement learning agent to play Super Mario Bros

Jan 24, 2022

Jan 23, 2022

Jan 20, 2022

Identifying Bias in AI

Jan 19, 2022

Human-Centered Design for AI

Jan 12, 2022

Proximity Analysis

Jan 11, 2022

Interactive Maps

Dec 27, 2021

Dec 26, 2021

Coordinate Reference Systems

Dec 24, 2021

Dec 23, 2021

Data Augmentation

Dec 22, 2021

Custom Convnets

Dec 21, 2021

Useful Algorithms

Dec 20, 2021

The Sliding Window

Dec 19, 2021

Maximum Pooling

Dec 18, 2021

Convolution and ReLU

Dec 17, 2021

The Convolutional Classifier

Dec 16, 2021

Binary Classification

Dec 15, 2021

Dropout and Batch Normalization

Dec 14, 2021

Overfitting and Underfitting

Dec 13, 2021

Stochastic Gradient Descent

Dec 12, 2021

Deep Neural Networks

Dec 11, 2021

A Single Neuron

Dec 10, 2021

Aggregate SHAP Values

Dec 9, 2021

Dec 8, 2021

Permutation Importance

Dec 7, 2021

Dec 6, 2021

Target Encoding

Dec 6, 2021

Dec 5, 2021

Principal Component Analysis

Dec 3, 2021

Clustering with K-Means

Dec 2, 2021

Feature Engineering

Dec 1, 2021

Mutual Information

Dec 1, 2021

Belief Propogation

Nov 28, 2021

Creating Features

Nov 26, 2021

Plotting Library Catalog Subjects

Nov 23, 2021

Sentiment Analysis of Reviews

Oct 15, 2021

Oct 13, 2021

Data Science Foundations