Your engineering org is growing. Your delivery isn’t.
I help companies ship reliable software through agentic engineering — AI-assisted systems that make your delivery pipeline faster, governed, and production-ready.
If you need slides, I’m not your guy. If you need systems that actually work, I can help.
I work with companies building technical products where execution matters. Not just ideas, not just positioning, but systems that hold up under real use.
I’ve built teams, shipped systems, and operated in environments where failure has real consequences. I take on a small number of clients at a time, and you work directly with me — no delegation, no playbooks, no layers.
If any of this sounds familiar, I can help:
- Your delivery pipeline is slow, fragile, or unpredictable
- You are experimenting with AI agents but cannot get them into production
- Your data infrastructure does not scale with the business
- Your engineering team is growing but delivery is not
How I Can Help
Engineering systems
The bottleneck is rarely the code itself. It is usually the delivery system around it.
I fix SDLC problems, improve delivery performance, and introduce structure (CI/CD, DevOps, agentic workflows) that teams can actually operate. The result: faster, more predictable releases without burning people out.
Architecture & scale
Systems that work at small scale often break under real load, complexity, or regulation.
I design and evolve architectures for scalability, reliability, and compliance. I make trade-offs explicit and sustainable, so your system grows with the business instead of against it.
Product & strategy
Product decisions without technical grounding lead to fragile systems and wasted effort.
I bridge product and engineering: shaping roadmap, validating direction, and aligning technical decisions with business outcomes. The goal is fewer wrong bets and faster time to value.
Where I Add Value
Most people in this space sit on one side:
- Technical, but disconnected from business
- Commercial, but shallow on the technical side
I operate across both.
I can:
- understand your architecture and constraints, so you stop building on shaky foundations
- challenge your product decisions before they become expensive mistakes
- help you communicate technical reality to stakeholders clearly and credibly
Agentic Systems (Current Focus)
Many teams working with GenAI have proven the concept but struggle to move beyond demos and prototypes.
That is where I focus. Agentic engineering means using AI agents as part of your actual development and delivery pipeline — not as toys, but as governed, repeatable systems. Concretely, that looks like:
- turning agent workflows into structured, auditable systems
- integrating them into real development and deployment processes
- designing for control, traceability, and repeatability
- avoiding blind reliance on frameworks that hide complexity
If it cannot be governed, it does not belong in production.
Working with AI agents and want to make it production-ready? book a 30-minute call
Portfolio
A selection of work across systems, teams, and products.
- Scaling engineering organizations and delivery systems
- Fixing broken SDLC and improving delivery performance
- Product and architecture work in fintech and regulated environments
- Introducing agentic engineering in real-world contexts
Want to Talk
If you are building something technical and want to get it right, let’s have a conversation.
You can also find me on: