Zero Out of 343: Perth's Housing Affordability Crisis in Numbers
Perth property being unaffordable is not breaking news. But I wanted to see just how unaffordable it has actually gotten, so I built a tool to map affordability across every suburb...
The world of finance and investing is full of complexity. Whether it's fee structures, tax policy, or investment data, the answers are there but either gatekept or presented in a way that's not easy to understand. I'm passionate about taking that complexity and turning it into something simple. Democratising finance through interactive tools, visual projections, or written breakdowns.
I build for the financial advice industry and also for everyday people, but the goal is always the same. Find something that's harder than it needs to be and simplify it. I've built a number of internal tools to meet specific needs within financial advice, and below are some of my publicly available projects.
FeeFrame is a browser-based fee toolkit for Australian financial advisers. It solves a gap no existing tool covers, helping advisers build justified fees from actual costs rather than guesswork.
The flagship tool is FeeQuote, which walks advisers through the entire scoping of a client engagement and produces a justifiable and profitable fee schedule. FeeAnalysis looks at the profitability of existing fee arrangements and adviser practices more broadly.
FeeFrame is currently in development and hasn't launched to market yet.

CanIAffordPerth is an interactive map that visualises housing affordability across every Perth suburb using the Demographia Price-to-Income (PTI) framework. Users can input their household income and instantly see which suburbs fall within reach — and which don't.
The tool was built to support a comprehensive housing affordability report analysing all 343 Perth suburbs against international benchmarks. The full report can be read in the articles below. It was well received by both industry professionals and the general public.

With the likely introduction of Division 296 tax on high superannuation balances, coupled with death benefits tax, evolving tax brackets, and the compounding effects of investment returns across different structures, the question of whether to retain or withdraw from super is one that financial advisers face daily. For clients with super balances above $3 million, the answer is rarely straightforward and depends on dozens of interacting variables.
I am currently building BalancePoint, an adviser-facing tool that aims to answer that question through comprehensive long-term projections. Advisers can model how a specific withdrawal will impact a client's net wealth, estate value, and lifetime tax or let the tool analyse every possible withdrawal amount and recommend the optimal strategy.
The tool incorporates per-member Division 296 calculations, minimum pension drawdowns by age, death benefits tax by beneficiary type, personal marginal tax on withdrawn funds, living expenses with CPI indexation, and reinvestment of pension surplus, all projected year-by-year for up to 30 years.
BalancePoint is currently in production, with V1 launching May 2026.

FP Skills is a set of 16 AI skill files built for Australian financial planners. Each skill is a structured reference document that integrates directly into Claude or ChatGPT as a persistent background knowledge layer — giving the AI correct FY2025/26 figures, current legislation, and tested strategy frameworks instead of relying on outdated internet sources.
The 16 skills cover superannuation, pensions, tax components, death benefits, SMSF compliance, CGT, Centrelink, insurance, estate planning, investment strategy, salary packaging, ethics, aged care, expatriate planning, and a master FY figures reference.
Built by processing ~3,000 pages of verified data through Claude Code. 135,000 lines of source material compressed to ~6,600 lines across 16 skills — a roughly 20:1 compression ratio. Each skill includes rules, decision frameworks, worked examples, and a section targeting the specific mistakes AI makes in that topic area.
Reach out if you would like the skill files sent to you.
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Perth property being unaffordable is not breaking news. But I wanted to see just how unaffordable it has actually gotten, so I built a tool to map affordability across every suburb...
The Australian Government's proposed Division 296 Tax has ignited significant debate. Set to take effect on 1 July 2025, this additional tax targets superannuation balances exceeding $3 million...
There are countless books and resources out there on how to become rich, each offering unique methodologies with varying degrees of merit. However, there is a notable scarcity of material on how to truly be rich...
Diversification — the practice of spreading your investments across various asset classes to reduce risk — is a fundamental principle of investing. But when exactly is the right time to diversify...
The financial services sector, much like many other industries, has seen a surge of AI-driven technologies recently. This has led to a whirlwind of media narratives predicting a future where AI displaces human roles...
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