The Logic Axis.
Strategy sees the system. Engineering builds it. Design makes it inevitable.
I. The Trajectory
Executive Direction.
Engineering without discovery is just typing. The earlier you influence the problem, the higher the leverage.
AI-Native Platform Architecture
Enterprise retail platform locked in static dashboards. Category management and product discovery executed manually across global markets.
Architected a generative UI layer bridging stateless interfaces with AI agents. Established AI-augmented SDLC across a distributed team of 20+ in 3 regions.
Traditional dashboards replaced by intelligent workflows. Complex multi-branch analysis executed in conversation, not clicks.
Discovery-Driven Shift
Engineering treated as an isolated feature factory, disconnected from user and business reality.
Rebuilt the engineering workflow around continuous discovery and direct user contact.
Eliminated waste. Built what mattered.
Enterprise AI Transformation
Fragmented AI enthusiasm with no standardised execution model across 28 teams.
Designed a product-led operating model. Validated with a Client Zero strategy. Scaled proven workflows across 28 teams.
0.57 hours saved per developer daily. 18% productivity gain. 85%+ AI-assisted commit acceptance rate.
Strategic Crisis Leadership
Two simultaneous failing projects — client satisfaction at critical zero, P&L under pressure.
Took over failing programs. Rebuilt trust at VP level directly. Red to Green in 6 months.
90% client retention. $5M+ in new engagements unlocked.
Frontend Architecture Governance
Fragmented frontend with no shared standards, failing an external compliance audit.
Built a frontend governance system. Increased automated quality coverage from 20% to 80%. Mentored engineering leads to sustain it.
Passed external audit with 0 critical findings. Secured a 2-year contract extension. FE defect rate reduced 40%.
II. The Artifacts
First Principles.
The best abstractions are those completely understood by their creators.
Flux in 30 lines of code
State management reduced to its essential mechanism. 30 lines. Because you must understand state to map it.
JavaScriptVirtual DOM in 50 lines of code
Implementing the foundation of modern UI frameworks from scratch. Code is the enemy — until it is the teacher.
JavaScript367 Days of Code
426 algorithmic challenges in 367 days. Discipline as a system for building clarity, not just skill.
AlgorithmsDesign you don’t get
Why fundamental design rules are ignored by modern abstractions. First principles applied to interface logic.
User ExperienceInvisible Interface
The best interface is no interface at all. From screen-based thinking to invisible, anticipatory systems.
System DesignGutes Kochen braucht Zeit
Eine philosophische Untersuchung von Architektur und warum überstürzte Systeme brüchige Zukünfte schaffen.
Software ArchitectureIII. The Strategy
Thought Leadership.
The Design Engineer
How systems make decisions — and why design is not how things look, but how judgment is encoded into the product.
The Product Engineer
How systems drift away from reality — and how product engineering restores clarity by grounding architecture in real human behavior.
From Frontend Engineer to Engineering Manager
From engineering systems to operating organizations. Leadership as expanding the scale of problems you can solve.
Nuclear Engineering at ICONE21
Best student work award. Chengdu, China. Retention analysis for severe nuclear reactor accidents.
Strategic Partnerships
Contact.