Apps
I build apps people can use. Each entry links the live app and the project page that records how I built and measured it.
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Digital twin
An agent answers questions about my work. A second model checks every answer before you see it. Accuracy scores 4.56 of 5 on 149 questions.
It shows evaluation discipline applied to an agent: a frozen baseline scores retrieval and answer quality.
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7PH Graph
A live knowledge graph of a competitive Magic format. It shows which cards travel together and refuses to chart weak evidence.
It shows graph modelling and a build that refuses to draw charts the evidence cannot support.
First load can take about 10 seconds.
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Job Intelligence Engine
Sorts 6,162 postings into 2 shortlists, target now or worth a stretch, and names the skill to learn next.
It shows a deterministic pipeline where every model reports its score on held-out data.
Free hosting, slow to wake. Reload if the loading page stalls.
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Bird population trends
An explorer for population trends of rainforest birds in the Australian Wet Tropics, built from 17 years of standardised monitoring.
It shows research made usable: the models behind a published paper, open for anyone to query.
Free hosting, wakes in about 20 seconds.
