Portfolio · 2026
Data Science · Business Analytics · Visualisation
Story-led analytics, designed to land with leadership. Models, dashboards and AI implementations, all built to leave decisions on the table, not metrics to reconcile.
What this is
Some of the core of data science, statistics and machine learning. We're running them on well-known, publicly available datasets to experiment. Scroll, and watch how it unfolds.
About
Story-led analytics is the through-line. Models that inform a decision, dashboards that leaders actually use, AI implementations placed where they shorten the path from question to answer.
Selected work
Professional · Personal · Tools · University
Get in touch
Send a message and I’ll read it. I’m based in Melbourne, Australia, time zones permitting.
hello@kipjordan.comPortfolio · 2026
Data Science · Business Analytics · Visualisation
Story-led analytics, designed to land with leadership. Models, dashboards and AI implementations, all built to leave decisions on the table, not metrics to reconcile.
The Palmer Penguins are a modern machine-learning benchmark: 344 penguins of three species, measured across three islands off Antarctica between 2007 and 2009. Could you tell the species apart? A decision tree learns to, from a few body measurements alone, one yes-or-no question at a time. A handful of questions, one answer, and it sorts the species correctly about 97% of the time on penguins it had never seen.
A Victorian contraption that proves a modern point. At every peg, each ball goes left or right at random; nothing remembers the last. Hundreds of them, every drop a blind coin toss, and still a shape appears: the bell curve, the normal distribution behind averages, polls and error bars.
Finding the groups hiding in data that hasn't been labelled. DBSCAN asks one thing of every point: how many neighbours are close by? Dense points chain into shapes a straight line could never separate, and the loners stay loners, flagged as noise, never forced to belong.
Another way to cluster: drop a few centres, let every point pick its nearest, and repeat until it settles. A field of points waiting to be grouped; three centres drift, each claiming whatever's nearest; they settle, and every point belongs somewhere.
hello@kipjordan.com · Melbourne, Australia
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