9 years across fintech, automotive & enterprise software — building tools, researching markets, and figuring out what actually matters.
Germany's fastest-growing investment platform disrupted the market with a €1 flat fee and a clean UI. But two serious incidents — an April 2025 portfolio outage during a market selloff, a €9,686 tax error after an Nvidia stock split — reveal where the platform's depth hasn't kept up with its growth.
Full product teardown: business model, revenue streams, key actors, user personas, user journey map, what's working and what's broken — and 5 prioritised recommendations.
Wolt entered Germany in 2020 and has grown to 40+ cities — but Lieferando still holds 70–80% market share. Wolt gives users a promo on their first order, then no compelling reason to come back.
Full PM case study as Growth PM: actor map, user segmentation, impact calculation, primary research, behaviour analysis, competitor teardown vs Lieferando/Uber Eats/DoorDash, and four prioritised solutions.
15 million Germans use DB Navigator. The connection search is world-class. But BahnCard discounts that don't auto-apply, seat reservation hidden as a separate step, and fare classes explained by an icon nobody taps — drive abandonment at every step after "book."
Full PM case study as UX PM: actor map, business traveller segmentation, impact calculation, journey map, competitor analysis vs Trainline/Eurostar/SNCF, and four prioritised fixes.
AutoScout24 shows asking prices. Wert tells you if that price is fair — built on a €120K residual value study for Škoda Global RV.
View case study ↗A 0-to-1 product concept tackling information asymmetry: fee transparency + AI advisor with no commission to earn.
View case study ↗Co-built Aiden at Amundi: a multi-agent AI reading the codebase and answering plain-English questions. 2–3 → 6–7 tickets/week.
Read more ↗Co-built NarrativeAI at a hackathon — complete advisor-ready wealth narratives in under 60 seconds. Hackathon 3rd → production.
Read more ↗L460 Autobiography vs L461 Sport P440e — driven over three days across city, motorway, and everything in between from Flensburg.
Read the review ↗MBA
B.E. Mechanical Engineering
About product, markets and things I've been thinking about.
If something here caught your attention — a case study, an idea, or just a question — I'm happy to talk.