AI Product Manager/Sydney, Australia
I started with code.I stayed for building.
An engineer's hands, a product manager's judgment. I build AI products end to end, and care whether they are worth building.
Now
PM, 0 to 1 AI products
Before
Engineer, 50M+ users
Study
MS in AI, UNSW Sydney
Rights
Full AU work rights, 485
Selected work. Most of it you can run.
Nine projects, mock mode, no keysPlayable case studies
Five AI PM skills, five real products, five decisions you make instead of read about.
- 01
A PRD that runs
CanvaBrand Voice Guardrails for Magic Write teams.
AI PRDs
- 02
Judge the judge
DuolingoCalibrating an LLM judge for AI conversation practice.
AI evals
- 03
Green light
SpotifyRolling out AI DJ to five new markets.
AI launch plans
- 04
Red lines
AirbnbA safety case for an AI trip concierge.
AI risk & safety
- 05
The metric detective
NetflixAn A/B readout that looks better than it is.
AI product metrics
Products, built end to end
Working demos, each with an engineering case study and a product case study.
- 06
AgentEval Studio
EvaluationAn evaluation and observability workbench that compares AI prompt / RAG / agent variants on quality, cost, latency, and failure modes, and recommends a release gate.
AI EngineeringAI Product Management
- 07
SignalDesk AI
RAGAn AI product-intelligence workspace that ingests user feedback, clusters pain points, finds evidence, and generates PRDs, roadmap bets, and experiment plans, every claim cited.
AI EngineeringAI Product Management
- 08
ScreenSense QA
MultimodalA multimodal UX/product QA tool that reviews UI screenshots for accessibility, friction, copy clarity, and visual hierarchy, and returns prioritised, severity-scored recommendations.
AI EngineeringAI Product Management
- 09
WorkflowPilot Safe Agents
AgentsA safe-agent demo that turns a business goal into a proposed multi-step workflow, runs only human-approved tool calls, and records every action in a timestamped audit trail.
AI EngineeringAI Product Management
A PRD that runs
Canva
Confidence comes before skill, not after.
I dive, and I teach kids to swim in Sydney. The water taught me more about learning, patience, and trust than most things at work.
“You don't force someone through fear. You guide them through it.”Read the water chapter →
Building something? Let's talk.
I'm JP, open to AI product and engineering roles, and to people building things worth building.