Category: <span>Data Science & Coursework</span>

Projects, research, and the occasional milestone. A record of what I’ve been learning and building.

Hashnut: A Closer Look at Crypto Wallet Design

A comparison of crypto wallet features and a set of proposed improvements for Hashnut.

Mapping Global Artist Collaborations on Spotify

A network analysis of artist collaborations and the patterns connecting music across countries.

Predicting Used Car Prices with Regression Models

Comparing regression approaches for predicting car prices in the US market.

Stock Price Forecasting with Time Series Models

An exploration of time series methods for stock price trends and their forecasting limitations.

PageRank on an Evolving Network

A reproduction study examining how PageRank behaves as a network changes.

Classifying Steel Plate Faults with Machine Learning

Comparing machine learning methods for identifying faults in steel plates from measured features.

Exploring Airbnb Listings in Hong Kong

An exploratory analysis of Hong Kong Airbnb data, looking at listings, prices, and location.

Information Management in Samsung’s Mobile Business

A university project examining how information management supports business processes in the mobile industry.

What Makes a Crowdfunding Campaign Succeed?

A data analysis of Indiegogo projects and the factors associated with successful campaigns.

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