Hivemind Labs2025 – now
Earned Autonomy
A framework where agents earn the right to act alone, one proven action at a time, built on more than a decade of lessons in how people come to trust automated systems. Now open on GitHub.
2025 – now
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Microburbs AI Hackathon2026
Fine Print: an AI analyst on every listing
A Chrome extension that turns any realestate.com.au or Domain listing into an investor’s brief, with an AI analyst you can question. Led a team of three and shipped it in a day.
2026
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Buildcert (Digitise)2021 – 2025
A property document portal
Set strategy with the CEOs to turn an internal document cost into a product. When strategy shifted, re-scoped and still shipped; it grew into one of NSW’s leading document providers.
2021 – 2025
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XDI, with Adobe2021 – 2023
Voice and language interfaces
Discovery and enablement for 30+ enterprise teams across APAC, including Transport for NSW and David Jones.
2021 – 2023
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Mudbath · ARTC / GE2017
Oversight for a routing AI
Led research and interface design for ARTC’s Hunter Valley network control, moving train controllers from manual routing to supervising GE’s routing AI.
2017
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