AI products
Agentic workflows, evaluation systems, tool use, and multimodal product experiences—built with the discipline to separate a convincing demo from dependable delivery.
Heatseeker · AvidX · NotedAI product leader · builder · author
Product leadership across AI, platforms, logistics, experimentation, and consumer products—grounded in the work of getting from intent to delivery.

Sydney, AustraliaProduct × AI
Selected practice
I work where product judgment has to meet the system: shaping what to build, making it inspectable, and staying close enough to delivery to learn.
Agentic workflows, evaluation systems, tool use, and multimodal product experiences—built with the discipline to separate a convincing demo from dependable delivery.
Heatseeker · AvidX · NotedAPI platforms, logistics systems, and operational flows where product decisions have to survive real constraints, edge cases, and handoffs.
Shipper · TokopediaEducation, personalisation, experimentation, and product systems that help teams move from a user signal to a learning loop.
Qlip · TokopediaMore than three years managing product work for 15+ clients across P2P lending, food ordering, loyalty, event and field management, movie reviews and ratings, earned-wage access, and more.
Inspira · 3+ years · 15+ clients
New book · 2026
A practical field guide for product managers who want enough technical fluency to inspect systems, ask better questions, and participate credibly in delivery.
Free course · Self-paced
Forty-three lessons that hand you a real product decision, ask for your position before they offer one, then argue the strongest case against you. Your coding agent runs the course, and every lesson ends in an artifact you keep.
npx skills add raziiabraham/core-pmUse start-learning to begin the course.
Claude · Cursor · Codex · any SKILL.md agentHow I work
Turn fuzzy intent into flows, decisions, interfaces, and testable product behaviour.
Use prototypes and working systems to expose what discussion alone cannot reveal.
A product decision is not finished until its effect is visible in the shipped experience.
About
I’m an AI product manager and product leader who has spent nearly a decade turning ambiguous ideas into products people can actually use.
My work spans agentic AI, logistics and API platforms, recommendation systems, experimentation, design infrastructure, and consumer products. I care about the connective tissue between a product decision and what ultimately ships.