Articles
Write-ups on data, statistics, and AI projects I build outside work.
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Data Science & Analytics
Tracking a Day of Sydney Trains
Collecting a live Sydney train feed for one weekday, modelling it with dbt, and applying data-governance practices to see how the network ran
What AI is doing to Data Science jobs
Mapping AI skill demand across six US Data Science occupations — and what it means for my own career
How I measured AI skill demand: methods
The pipeline, taxonomy, statistics, and design decisions behind the Data Science skill-demand analysis
Drafting by numbers
Building a prediction pipeline to beat my friends in a fantasy sports competition
Finger on the property pulse
Building a comprehensive property sales database and dashboard
Why we watch the highlights
Examining the factors determining viewership of rugby league match highlights