Start with the real problem
I work with clients to understand their goals, map workflows and constraints, and decide where agentic AI can make a useful difference. The first workshop should clarify the problem before we commit to a solution.
I turn complex business problems into working AI products — from the first client workshop to architecture, agentic engineering, and production delivery.
At TIKI, I manage a key client account and own the AI product journey — from understanding the client’s business to setting direction and building what ships.

From the first conversation to a product people can use. I connect client understanding, product ownership, and the engineering that makes agentic AI work.
I work with clients to understand their goals, map workflows and constraints, and decide where agentic AI can make a useful difference. The first workshop should clarify the problem before we commit to a solution.
I turn that understanding into scope, priorities, and architecture decisions. Owning a key account means keeping the business outcome in view and making the trade-offs clear to clients and the team building the product.
I connect product ownership with full-stack and agentic engineering — staying involved as the work moves from design into implementation, delivery, and operation. I understand what it takes to build the product, not only to define it.
Five systems, all of them in production with real users. Numbers are measured, not estimated — click through where the link is public.
Large-scale incentive platform rewarding users for platform activity. Pagerank-based scoring system with dynamic reusable leaderboards, SBT profiles with experience points, and extensive reward tracking. Architected with Domain-Driven Design to handle complex business logic across 700k+ unique users.
Evolved the Trailblazers platform into an extensible gaming hub with third-party game integration. Designed modular component architecture for scalable partner onboarding. Built session management, real-time leaderboards, and progression engine.
Parts of this codebase are closed source.
Production asset transfer system with multi-step transaction orchestration — approval flows, signing, real-time confirmation tracking, and error recovery. Dynamic configuration system supporting multiple networks simultaneously with rigorous UX testing and perfect type safety.
Self-Sovereign Identity access management system for the German public sector. Microservices architecture enabling verifiable credentials in user-owned wallets. Open-source, GDPR-compliant, adopted by major German enterprises.
Parts of this codebase are closed source.
Transparent supply chain tracking system for the beverage industry. Immutable records for manufacturing, storage, transport, and retail stages with a React-based verification UI.
This thesis explored the application of distributed ledger technology for transparent and verifiable supply chain management in regulated industries.
Comprehensive market research of existing solutions for supply chain management, analyzing their strengths and limitations. This led to strict technical and business requirements for a beverage industry use case, including traceability, regulatory compliance (GDPR), tamper-evidence, and cost-effectiveness.
Architected and developed an immutable record-keeping system for tracking products through the supply chain. Each step (manufacturing, storage, transport, retail) is recorded with full traceability. A React-based UI allows stakeholders to query product history and verify authenticity.
Demonstrated that distributed systems provide a viable solution for supply chain transparency when designed for regulatory compliance. The architecture introduced asset tracking concepts applicable across multiple industries.
Today at TIKI, I connect key-account product ownership with agentic AI engineering — from client workshops and discovery to architecture, implementation, and delivery. My engineering background means I can work through both what should be built and how to make it work.
I started by writing interfaces for factory machines at Krones, which is an excellent way to learn that software has consequences you can hear from across a room.
At IBM I moved from leading a backend team on a regulated healthcare product to sitting with enterprise and German government clients as a solution architect — running architecture workshops, threat models and technical due diligence.
Then three years at Taiko Labs owning every user-facing product end to end: a team of four engineers and a designer, 700k+ users, $40M+ moved, zero downtime on the transfer system.
Jul 2026 — now
Key Account Manager & Product Owner, Agentic AI Solutions
As Key Account Manager for TIKI’s US key account, I own the client relationship alongside product direction, connecting business goals with agentic AI products. I work across the full delivery lifecycle: client workshops and discovery, product scope and priorities, architecture, agentic engineering, and delivery. Product ownership grounded in an understanding of how the system is built.
Jun 2023 — Feb 2026
Lead Engineer / Platform Architect
Led ecosystem engineering team of 4 engineers and a designer at a high-growth infrastructure company. Owned all user-facing products end-to-end: architecture, frontend (SvelteKit, React), backend (Go, TypeScript, PostgreSQL) and production operations. Remote-first, async team across time zones.
May 2020 — May 2023
Backend Team Lead → Solution Architect
Started by leading a backend team of 4 engineers on a regulated healthcare product — 14+ TypeScript and Python microservices at ~95% test coverage — and coordinating across DevOps, infrastructure, frontend and data science. Then moved into solution architecture, embedded with major German enterprise and government clients: architecture workshops, technical assessments and due diligence, reference architectures for enterprise platforms, and technical authority for security reviews and threat modeling.
2019
Software Developer & Consultant
Full-stack development and technical consulting for startups. Built a tokenization platform for impact investing in green energy. Presented at Singapore FinTech Festival 2019.
Aug 2018 — Apr 2020
R&D Software Developer
Implemented cutting-edge Human Machine Interfaces for industrial machines. Prototyped distributed system architectures and evaluated emerging technologies for enterprise adoption.
I work at TIKI, connecting client goals with agentic AI products. For project enquiries and collaboration, meet the team at TIKI — from the first workshop through to delivery.