AI engineer. I build document and finance automation, and small tools for working with LLMs and agents.
- Invoice and claims automation for aged care: intake, OCR review, approvals, payments and reconciliation.
- Local LLM OCR pipelines that keep documents on the machine that processes them.
- Agent tooling: CLIs and libraries that make LLM workflows safer and easier to check.
- prompt-injection-detector: layered local detector for prompt injection and jailbreak attempts, as a library, HTTP API and CLI.
- research-writer-agents: multi-agent pipeline that turns source cards into a cited research brief with a citation audit.
- api-docs-forge: generates OpenAPI 3.1, Markdown and HTML docs from TypeScript route code.
- codebase-clarity: CLI that scans a local codebase and writes a plain English architecture report.
- figma-react-forge: converts Figma JSON into React components, CSS and design tokens.
- git-standup-bot: CLI that turns local git history into standup summaries.




