AI product delivery · Frontend systems · Technical leadership
Focused diagnostics, delivery sprints, and Staff-level engineering for teams that need a critical initiative moved forward without another full-time hire.
Hiring for a role? View engineering profile
Available for selected consulting engagements and staff engineering opportunities.
Proof, in production
Zenseact · Volvo Cars
OneArt
Problems I help teams solve
I work on a small set of expensive problems — the kind that stall roadmaps, burn senior engineers, and don’t respond to adding more people.
A demo impressed everyone, but turning it into a reliable workflow — grounding, permissions, fallbacks, approval steps — keeps slipping.
Your React/TypeScript codebase has become slow, fragile, and expensive to change, and a rewrite feels like the only way out. It usually isn’t.
A migration, integration, or cross-team effort has been ‘almost done’ for months, and nobody owns it end to end.
A product has to operate reliably inside browsers, design tools, or enterprise platforms — with their sandboxes, review processes, and breaking changes.
The team is good but stretched, and the decisions piling up need someone who has shipped this class of system before.
Services
Each service starts from a business problem and ends with something shipped — not a slide deck.
For teams whose AI feature is stuck between demo and production. I build the workflow layer — grounding, permissions, fallbacks, human approval — that makes AI reliable enough to ship to real customers.
For teams whose React/TypeScript platform has become slow, fragile, or expensive to change. Profiling-driven diagnosis and incremental fixes — measured, and without stopping feature delivery.
For teams that need Staff-level ownership of a stalled or high-risk initiative without a full-time hire. Clear direction, stakeholder alignment, and hands-on delivery of the most critical parts.
Selected work
A few engagements that show how I work when the stakes are real.
AI agents demo well and fail quietly. At Writer I build the layer that makes them dependable: workflow structure, grounded knowledge, enterprise identity, and the unhappy paths.
Read the case study →Zenseact (Volvo Cars)Validation engineers can’t debug what they can’t see. I built the WebGL and D3 surfaces that turned high-frequency vehicle telemetry into something engineers could actually work with.
Read the case study →Every plugin host has its own sandbox, auth constraints, and review process. I helped LottieFiles ship one coherent toolchain across Figma, Adobe, Canva, VS Code, WordPress, and more.
Read the case study →How engagements grow
Step 1
One focused call on your problem. Smallest useful commitment for both sides.
Step 2
A few days inside the real system. Root causes and a plan, not opinions.
Step 3
Fixed-scope, hands-on ownership of the critical work until it ships.
Step 4
Fractional Staff-level direction once trust is established.
For businesses
Services, engagement models, process, and how to start — all on one page.
Explore consultingFor hiring teams
A concise engineering profile: experience, strengths, selected achievements, and the résumé as PDF.
View engineering profileI will tell you whether I can help — and what the smallest useful next step would be. If I’m not the right person, I’ll say so.