Projects
Things I’ve built.
Lending software, language models, data pipelines and the odd side project, newest first. New ones are added as they ship.
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Creditcrest lending platform (opens in a new tab)
Lending infrastructure for Australian credit providers — twenty-three products, from identity and bank-statement assessment to loan management, payments and credit reporting — every figure showing the evidence behind it.
creditcresttechnologies.com.au
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Mundane Read
News with the drama taken out and measured, with a reader site, a browser extension and an API.
Read the case study
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Adjective tagger, trained in-house (opens in a new tab)
A part-of-speech tagger trained on annotated English. On news it finds adjectives at F1 0.80, where matching word endings scores 0.56 on the same text.
The Method page
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Stock price analyser
Daily sentiment of news about a company read against its share price. The ancestor of Mundane Read.
Read the write-up
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ELO-rating model for loan default
A credit score built the way chess ranks players, from bank statements alone, with a confidence interval that says when to buy a credit report instead.
Read the write-up
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basicanalysis (opens in a new tab)
A Python package, under a hundred lines, that runs the core metrics of most supervised-learning methods over a dataset in one go.
pip install basicanalysis
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Fall Relief
A team of four building targeted exercise and diet plans to reduce falls among people aged 65 and over.
Read the write-up
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Document OCR at SoDa Labs
Research data compiled from scanned documents at Monash University: a digit-recognition network built from scratch at over 90% accuracy, and a dedicated recognition model that took extraction accuracy from 10% to 74%.
In the CV
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Logistics forecasting proof of concept
Planning predictions for a leading logistics company, built for Dusk Mobile and delivered in 15 days at 74.45% accuracy.
In the CV
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Demographic statistical analysis (opens in a new tab)
Statistical analysis of demographic data, with the notebooks on GitHub.
GitHub
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Virtual Hair Salon
An augmented-reality visualisation concept that took second place at Hack-Pi-Duino, a state-level hackathon.
Beyond the desk
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The next one is in the works.
I’m always building something. New projects land here first, and in the newsletter.
Hear about it first