As an AI full-stack developer, I help organizations turn time-consuming, error-prone or hard-to-scale processes into software that fits. From direct implementation to independent AI advice.
No mandatory discovery track and no AI for its own sake. We clarify the intended result in one session, after which I build independently and gather feedback directly from the people who will use it.
For organizations with a concrete process problem. I translate it directly into a working tool, integration or application and aim for a first usable version within two to six weeks.
Outcome: working software, validated with users and ready for handover.
For organizations that want to use AI but do not yet know where it makes sense. I examine processes and technology and deliver independent advice with concrete next steps.
Outcome: a clear report and actionable choices. Implementation is optional.
Four focused steps keep progress, feedback and ownership visible throughout the project.
In one session, we define the intended outcome, users and most important constraints.
I work in short iterations and gather feedback directly from the people who use the solution.
The solution is delivered securely, understandably and maintainably, with the documentation it needs.
Knowledge and ownership move to your organization. I remain available; substantial follow-up can continue as consultancy.
Three products where strategy, user experience, AI, integrations and production operations come together.
AI content operations
Problem
Companies want to publish relevant content consistently, but research, planning, editing, publishing and optimization require a great deal of specialist time.
Solution
A multi-tenant platform that turns company knowledge and search data into controlled content workflows, supports human editing, publishes to WordPress and Next.js, and brings back results from Search Console and Analytics.
Value
Less manual work, a more consistent process and scalable quality control.
White-label virtual tour SaaS
Problem
Matterport photographers and property businesses lack control over the branding, access, presentation and commercial distribution of virtual tours.
Solution
A commercial SaaS platform for importing and managing spaces, custom domains, secured access, configurable presentation, subscriptions, Mollie payments and operational management.
Value
Turning isolated virtual tours into a manageable, sellable product.
Personal book data & AI matching
Problem
Readers have library data and reading history spread across platforms, while book metadata and recommendations are often incomplete or impossible to explain.
Solution
A personal reading platform with Goodreads and StoryGraph imports, ISBN enrichment, reading management, AI reader profiles, explainable match scores and community moderation.
Value
Fragmented data becomes a useful personal library and decision aid.
Retrieve, group, classify, update and export Tesla drives for business mileage records.
Turn price lists, margins, customer data and custom lines into consistent quotations and PDFs.
Replace an error-prone Elementor workflow with source-controlled synchronization and conflict detection.
Export, transform, verify, repair and recreate Planner data with purpose-built migration tooling.
Browser-based video editing and processing with FFmpeg, WebCodecs and LibAV.
AI turns video sources into a phased checklist, combined with electricity regions, price data and expected living costs.
Mar 2026 — present
AI full-stack developer · technical founder
Full-time development of LICHT AI and advice on practical, secure and purposeful AI adoption.
Feb 2025 — present
Independent AI full-stack developer
Development of Virtoura and delivery of focused software solutions for external clients.
Sep 2023 — Oct 2024
Senior Software Engineer
Development and operations of Schuldenknooppunt, enabling reliable nationwide communication between debt assistance organizations and collection agencies.
May 2018 — Sep 2023
Lead Software Engineer
Technical leadership and full-stack product development of Innobrix, including SaaS architecture, security, performance and real-time 3D.
Jun 2015 — Mar 2018
Unity3D / Lead Software Developer
AR and VR applications and technical leadership for a SaaS platform that visualized 3D data.
Projects are scoped around a concrete outcome and delivered independently using specialist expertise that complements the client’s organization. Responsibilities, execution and handover are agreed in advance to support a genuinely independent collaboration.
The practical setup of each assignment is reviewed together beforehand.
A concrete problem is enough to get started. Briefly describe what happens today and what you would rather see; I will respond with an initial assessment.
