"ASX Briefs" is an AI driven website I created with the purpose of summarising select announcements on the ASX down to three key points. The website is updated daily and includes 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.
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.
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 🙂
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