"Molecular and Omics-Based Biomarkers from Clinical Trial Eligibility Criteria" is a table of molecular and omics-derived biomarkers listed in the eligibility criteria of currently recruiting sarcoma related clinical trials. All data is originally sourced from clinicaltrials.gov and post-processed using LLM's. This is a good X thread on the significance of NGS derived biomarkers in the treatment of rare cancers.
"ASX Briefs" was an AI driven website I created with the purpose of summarising select announcements on the ASX down to three key points. The website was updated daily and included a daily podcast on the day's battery metals news.
"Lithium Valley: Establishing the Case for Energy Metals and Battery Manufacturing in Western Australia" is one of a number of reports I played a role in creating or commissioning.
An interactive Gemini "Deep Research" report on battery demand up to 2024. See what you think.
Vibe-coded browser based version of the classic arcade game "Galaga". Bar some minor adjustments, almost one-shotted by Claude Opus 4.5 in February 2026. Desktop only.
Another vibe-coded browser based version of the classic arcade game "Space Invaders". This was started by Claude Opus 4.5 until I reached my daily usage allowance and then finished off by Gemini 3 Pro in February 2026. Desktop only.
Fancy a quick game of Solitaire? This is an AI experiment incorporating Claude 3.5 Sonnet and o3-mini. Give it a go and see what you think. It is free and runs 100% in your browser. No downloads and no login required.
Wind speed around Perth waters. A simple mobile-only page for kiters or other wind sport participants to use at a number of spots around Perth.
Lithium News was a fortnightly roundup of news impacting the global lithium battery supply chain. Published every fortnight from 2015 - 2021. A partial archive can be found here.
This is a small sample of some of the training data I collected and curated to train a speed sign recognition model around 2014-15. This was pre-YOLO (as far as I was aware) so used Hough circles to detect areas of interest for running through the neural net for classification.
An virtual personalised birthday cake generator! This is the result of my first trial of Claude Code and ChatGPT Codex.
These "aerial" images of sharks were actually created in Google Colab using a Generative Adversarial Network for the purposes of creating synthetic data for training a shark detection model some time back in the previous decade (yes, I do realise how quaint this is now 🙂)
And finally, some courses I can recommend...
Biology Meets Programming: Bioinformatics for Beginners
Neural Networks and Deep Learning
Structuring Machine Learning Projects
Convolutional Neural Networks
Sequence Models
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization