AI PRODUCT OWNER · SYSTEMS BUILDER · LUMIAN LABS

I build AI systems for product teams.

As an AI Product Owner at HangiKredi, I lead the product team’s AI transformation. I build internal tools, management dashboards and workflows that help the team work, think and deliver.

See how I work My background on LinkedIn

My work connects

Product ownershipAI workflowsQA & releaseIndependent building

01 / SELECTED WORK

The systems behind the screens.

AI transformation in a product team, and hands-on independent building. Systems designed around the work people actually do.

01 / HANGİKREDİ / AI TRANSFORMATION

AI transformation, built into everyday work.

I lead AI transformation across HangiKredi’s product team: from Jira- and Confluence-like in-house tools to project dashboards, productivity workflows, idea contribution and AI training.

Product ownership
AI-assisted analysis
Human review

Explore the systems

PRODUCT FLOW / HUMAN IN THE LOOP

↳

Business needProblem · constraints · intent

01 / PRD02 / ANALYSIS03 / BACKLOG

⊕Product judgement & human review

Testable acceptance criteria

One part of the wider system: a representative PRD-to-backlog walkthrough is available in the case study.

02 / INDEPENDENT PRODUCT / HABITARIAN

Build the experience. Own the details.

Habit loops, social challenges and premium journeys — and the less visible decisions that make them trustworthy. Habitarian brings my product and quality practice together.

↳

One actual decision

“Today” follows the user’s local day, across streaks, completion feedback and insights.

Read the product case

Habitarian app, challenges — store presentation — Habitarian / App store presentation

Quality is part of the release decision.

QA / UAT · critical flows · known issues · clear ownership

See my approach

02 / WHAT I BRING

Not just a process. Product judgement.

A framework is useful only when it helps the team make a better decision.

Make ambiguity actionable.

I make scope, constraints and acceptance explicit before they become engineering assumptions.

Ask what could break.

An edge case is a product decision: time zones, retries, failed purchases and incomplete journeys matter.

Build adoption into the system.

A tool needs to fit the team’s work. I connect building with training, practical AI use and human judgement.

Read my working principles

03 / NOTES ON PRODUCT & QUALITY

The thinking behind the work.

SECURE PRODUCT THINKING / MEDIUM

Why Product Owners Should Understand Cybersecurity

Security as a product question: trust, risk and the decisions we make before release.

A useful next conversation

Have a product problem worth untangling?

Let’s talk

About Ahmet AI Product OS: method & evidence Selected projects