US and Australian citizen — no sponsorship needed in either country
Where I can help
Frontier labs and agent platforms
I work on the systems around a capable model: tool discovery, permissions, and action verification. I also work out how errors are contained and who is notified. Hospitals, banks and regulated companies need those controls before they let software act on its own.
The companies I’m looking for have a model that works and an unsettled question about where it sits in clinical work: what a clinician will trust, what a hospital can implement, and where the line falls between human review and automation. Most of what I have shipped went into that setting.
The capability exists and the product doesn’t. I work with engineering, customers, and leadership to define what to build, who it serves, and what it will not do.