
World design · Open alpha
CraftAWorld
Design reusable game worlds and generate reproducible map blueprints.
Open alpha. The Unity realization is an in-development prototype; engine integration and runtime APIs are not released yet.

Product · Data · AI leadership
Frameworks, hands-on practice, and working tools from a product leader who ships — not a deck.
Turn individual experimentation into better ways of working across your teams.
Giving everyone access to AI tools is a start. Getting meaningful value requires deciding where to apply them, changing workflows, and helping people take on new responsibilities.
I work with your leadership and teams to understand how work gets done today, identify where AI can make a meaningful difference, and put those changes into practice.
A focused assessment, a pilot with one team, or ongoing support implementing the changes.
Connect business goals to product strategy, priorities, and a plan your teams can execute.
When everything is important, teams can work hard without moving the business forward. A roadmap alone won’t resolve competing priorities or explain why one opportunity deserves investment over another.
I help leadership teams make those choices and translate them into practical direction for the people doing the work.
A focused strategy engagement, facilitated leadership sessions, or ongoing advisory support.
Bring in a senior leader to take ownership, guide your teams, and drive execution.
Sometimes you need more than advice. You need someone who can step into the organization, make decisions, manage people, and take responsibility for moving things forward.
I bring experience leading product, analytics, data engineering, and data science teams, alongside the technical depth to work closely with engineering.
An ongoing engagement with agreed responsibilities, decision authority, and weekly capacity.
Build practical skills across product, data, and engineering, using challenges from your own work.
Training is most useful when people can apply it to a decision, task, or project they already face.
I design workshops, learning programs, and mentoring around your team’s experience and goals. Topics range from product strategy and everyday product practice to applying AI and expanding what individuals can build themselves.
A focused workshop, a tailored team program, or recurring individual and group mentoring.
Turn a business need into a working application, internal tool, or automated workflow.
You may know exactly what you need, or you may have a business problem without a clear solution yet.
I combine product thinking, software engineering experience, and AI-assisted development to define the right scope and build a system around it. My involvement can cover the path from understanding the need through implementation and launch.
A focused prototype or a scoped development project, with agreed milestones and deliverables.
Proof, not promises
I write about product, data, and AI because I build with them. A few of the things I've shipped.

World design · Open alpha
Design reusable game worlds and generate reproducible map blueprints.
Open alpha. The Unity realization is an in-development prototype; engine integration and runtime APIs are not released yet.


Start with these ideas
Selected articles on product, data, and AI.

If I had to predict the main challenges that would be raised in my first meeting with a new mentee […]
Apr 2024 · 11 min

Today we’ll cover an advanced topic that falls into the realm of product leadership and it’s about how to choose […]
Aug 2021 · 12 min

A few years ago I wrote a post where I claimed that 45% of the product manager’s job is communication, […]
Jun 2024 · 10 min

Lately we’ve been discussing some topics that can be considered ‘heavy stuff’, such as product strategy, roadmap planning, product market […]
Nov 2021 · 9 min

This post is probably gonna be beneficial to all sorts of people and not only to product managers. This is […]
Dec 2022 · 14 min
Work with me
Advisory, workshops, and hands-on collaboration with product, data, and engineering leaders becoming AI-driven builders.