Apps
Interactive tools for understanding complex concepts in AI and machine learning. The visualisers are open to everyone; the agents need an account because they run on infrastructure I pay for.
How Transformers Work
An interactive visualization that breaks down the transformer architecture step by step. See how attention, embeddings, and feed-forward networks come together to power modern AI.
Attention Visualizer
Visualize how self-attention mechanisms work. Input your own text and see how the model attends to different tokens.
Tokenizer Explorer
See how different AI models break text into tokens. Compare BERT, GPT-2, and LLaMA tokenizers side by side.
Embedding Space
Visualize how words live in vector space. Explore semantic relationships and do word arithmetic like king - man + woman = queen.
Sydney Property Agent
Chat with 25 years of NSW property sales data. Query prices, trends, and suburb comparisons in natural language. Powered by Bedrock Agents + Athena.
Sydney Property Agent Pro
Advanced property analytics with Python sandbox. Correlations, regression, trend modelling, and interactive charts. Powered by AgentCore + Claude Haiku 4.5.
Analytics Agent
AI-powered analytics agent with a Python sandbox. Ask questions in natural language, get data analysis and visualizations powered by Claude. Runs against a local Docker sandbox, so it only works when the site is running on my machine.