Work
Not a portfolio of the past. A map of what's possible now.
Full-Stack Production Apps
Small, elegant products shipped end-to-end
Not just prototypes. Real applications built, deployed, and maintained with care. Secure authentication, tested endpoints, scalable infrastructure, monitored performance. Small enough to control entirely, robust enough to trust in production.
AI Product Discovery
Turning ambiguity into actionable product strategy
End-to-end product discovery powered by AI research tools, automated competitive analysis, and rapid hypothesis generation. From market signal to validated concept in days, not months.
Vibe-Coded MVPs
Functional prototypes at the speed of thought
Full-stack prototypes built with AI-native development. Real products, real users, real feedback loops -- shipped in weeks. No slideware. No vapor. Just working software.
AI Agent Systems
Building intelligent workflows that actually work
Custom AI agent architectures for real business processes. Not chatbot wrappers -- actual autonomous systems that handle complexity, make decisions, and scale without scaling teams.
Product Leadership
Fractional CPO / Product Lead for AI-native teams
Embedded product leadership for teams navigating the AI transition. Sprint rituals, roadmap clarity, stakeholder alignment, and the hard conversations about what to stop building.
Innovation Workshops
From AI-curious to AI-confident
Hands-on workshops for teams ready to integrate AI into their product development process. Not theory. Not hype. Practical frameworks and real tool fluency.
Real problems. AI-native solutions. Ongoing.
Food prices are skyrocketing. Neighborhoods hold the solution.
€50 at the supermarket gets you almost nothing. Local shops run by immigrants often sell the same items at a third of the price. But nobody knows which shop, which items, or when.
Crowdsourced price intelligence through receipt scanning. Gamified contributions keep prices current. Two-shop routes that save real money for people who can't afford rent, let alone inflated grocery bills.
Personal project -- Early validation, 2025
The bar industry has a transparency problem.
Breweries in Belgium hold invisible levers -- beer prices, rent, contractual pressure. Bar owners negotiate blindfolded.
Built an AI-powered invoice analysis tool that scans hundreds of invoices for anomalies, pricing fluctuations, and unfair patterns. Average market prices turned out to be 30% cheaper. Proof, not opinions.
Client project -- Antwerp, 2025
10% of production cost is waste you can track.
Pre-consumer fabricants lose material to invisible inefficiencies. No system, no visibility, no recovery.
Residue stock management app with QR scanning, real-time inventory, and fulfillment tracking. Projected 10% annual cost savings through visibility alone.
Client project -- 2025
Feedback tools shouldn't cost more than the team.
Small teams need to collect website feedback. Enterprise tools are overkill. Spreadsheets are chaos.
Annotate -- a lightweight, minimalist, very affordable website and app feedback tool designed for small teams who just need the essentials done right.
Personal project -- Ongoing
AI isn't a feature. It's a way of working.
An energy company ready to integrate AI across its product and operations. Not a one-off experiment -- a transformation.
Embedded as Product Owner at June Energy. Implementing AI across the company, building AI-powered prototypes, reshaping how the team thinks and ships.
Fixed freelance -- Ongoing
Interested in working together?
Let's talk