Product Discovery
Turning unclear ideas, customer problems, and business requirements into product direction, priorities, and actionable scope.
I build my own digital products through Xpect, my independent product studio, and help software companies discover, define, and deliver theirs.
Turning unclear ideas, customer problems, and business requirements into product direction, priorities, and actionable scope.
Taking products and features from definition through development, QA, release, and iteration while keeping business and technical teams aligned.
Designing practical AI functionality and workflows where AI genuinely improves the product rather than being added for marketing purposes.
Through Xpect, I conceive, build, launch, and operate my own digital products — increasingly focused on practical, AI-enabled software.

Prepare for the conversation that decides your citizenship application.
An AI-powered Hungarian citizenship interview simulator that recreates realistic consular conversations, adapts follow-up questions to each user, and provides structured feedback.

Research that starts with a plan, not a prompt.
An AI research assistant that turns an open-ended question into a structured research plan, then works through retrieval workflows to produce organised, referenced findings.
Since 2020, I have delivered B2B product engagements for international software companies across streaming, fintech, logistics, e-commerce, and digital platforms.
Multi-tenant platform requirements
End-to-end product lifecycle
Backlog ownership
Operational problem framing
Engagements are shaped around what the product needs, not a fixed package.
Hands-on product leadership inside your existing team — owning direction, priorities, and delivery alongside your engineers.
Turning an unclear idea, request, or business goal into something a team can actually build.
Designing and shipping AI functionality where it genuinely improves the product — not as a marketing layer.
Stepping into a stalled or chaotic product effort and restoring clarity, priorities, and momentum.
Tell me what you're building, where it's stuck, and what you'd want help with.