Where I’ve built
Founding PM, enterprise radiology voice AI
Developed the electronic health record from the ground up
Medicare Webservices rollout across practices
Field application engineer, LiDAR for self-driving cars
Led the AI vertical; built Australia's first AI virtual receptionist

Built a medical device in the startup accelerator
Proof / measured
10
years in healthtech
200+
practices reached
100+
clinical user interviews
1,000+
government test cases
The intersection
01 / 04
Product
Turn ambiguous problems into a sharp product vision, grounded in hundreds of user interviews and proven through real-world behaviour.
- Discovery
- Product strategy
- Experimentation
- 0→1 delivery
02 / 04
AI & Systems
Build AI products people can trust, with transparent behaviour, rigorous evaluation, resilient system design and clear human oversight.
- Voice AI
- Agents and RAG
- Evals and observability
- Full-stack prototyping
03 / 04
Commercial
Turn product insight into a viable business: find the wedge, shape the offer, model the economics and win the first customers.
- Market positioning
- Pricing
- Pilot design
- Early-stage GTM
04 / 04
Design
Translate complex workflows into clear, credible interfaces built around how people actually think, decide and work.
- UX structure
- Interaction design
- Visual systems
- Prototyping
What I build
Voice AI, end to end
Retrieval with auditability
Agentic systems that hold
ahson.studio
- Voice AI, end to end
- Retrieval with auditability
- Agentic systems that hold
- ahson.studio
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