What nobody tells you before you switch on AI
This article explores the often-overlooked risks of AI adoption for charities and small businesses in New Zealand and Australia, from data privacy breaches and...
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Notes on problems I've actually worked on: AI, data, energy and governance. New posts most weeks.
TutorialsAPRA CPS 230 and AI: A Comprehensive Guide to Operational Risk Management in the Age of Artificial Intelligence
As artificial intelligence becomes deeply embedded in financial services, the Australian Prudential Regulation Authority's (APRA) Prudential Standard CPS 230 ha...
Personal BlogDOE: The Key to Unlocking New Zealand’s Future Distribution Networks
Dynamic Operating Envelopes (DOEs) let electricity distribution businesses replace fixed limits with smart, time-varying import and export settings. They maximi...
Web DevelopmentTech Problems I’ve Actually Solved – Not Just Talked About
Real-world tech challenges solved through practical architecture, data strategy, and AI delivery across industries.
Personal BlogBuilt in the Field – How My Services Grew from Real-World Problems
A real-world guide to tech services built from hands-on experience in AI, Blockchain, IoT, MLOps, and cloud architecture across diverse industries.
Personal BlogInside the Engine Room: Building a Real-Time Data Hub for Energy Operations
Transforming energy operations in Victoria with a unified data hub using Databricks, Kafka, and real-time analytics.
Career JourneyTransforming Trade – Automating Docs with ML & Blockchain
Revolutionised export processes by automating trade documentation with AI, blockchain, and smart contracts.
Web DevelopmentEdge AI in Action – Building Smarter Machines on the Edge
If you’re building real-time, context-aware systems, start thinking about where the intelligence lives—because the edge is getting smarter every day.
Coding ChallengesArchitecting for AI at Scale – Lessons from the Field
A good AI model is only as good as the architecture it lives in. Design for scalability from day one.
Career JourneySmarter Marketing with Machine Learning – Building a Segmentation Engine
Built a machine learning-powered segmentation engine that enabled data-driven, personalised marketing at scale.
Career JourneyData-Driven Energy – Building the Centralised Data Hub at Jemena
Transformed energy operations by architecting a real-time data platform using Databricks and AWS for predictive insights.
TutorialsDeploying a ChatGPT-Style App with Azure OpenAI + LangChain + Streamlit
Build and deploy a ChatGPT-style AI assistant using Azure OpenAI, LangChain, and Streamlit in just a few steps.