Founder · CTO · System Architect
Building beautiful systems
structurally
Automations, truth, and the quiet discipline of making complex things work simply.

What I Do
I build and scale systems from zero to one. The kind of work where nothing exists yet—no architecture, no pipelines, no team structure—and something robust needs to emerge. I enjoy that space. The ambiguity, the decisions that compound, the need to move fast without creating debt you can't repay.
My strengths sit at the intersection of technology, architecture, automation, and operations. I think in systems—how data flows, where bottlenecks hide, what breaks at scale, and how to design things so they don't.
I'm less interested in selling a vision and more interested in making one work. The craft is in the structure, not the pitch.
How I'm Most Useful
When given freedom and trust to operate, not just execute a spec.
In early-stage or complex systems where the path forward isn't obvious yet.
Where ownership matters—I take responsibility for outcomes, not just outputs.
With teams that value clarity, directness, and doing the right thing over the easy thing.
When the problem needs both technical depth and operational awareness.
Experiences That Shaped How I Think
Not a CV. Just the things that left a mark.
Speaking & Sharing
Over the years I have given countless presentations, joined panels, recorded podcasts and vodcasts — especially during my time building Retraced. Here are some that stood out.
Retraced Accelerates Supplier Management with Oracle Database 26ai
Oracle AI World: Sharing Our Agentic AI Approach
AI-First Supplier Lifecycle Management
Building (and Failing) an Internal AI Copilot
Others
Panels, talks & moreRetraced Accelerates Supplier Management with Oracle Database 26ai
Video produced with Oracle, published on their official YouTube channel. I wanted to share why early architectural decisions compound — and why I chose to build on Oracle Autonomous Database 26ai. The video walks through what 26ai offers: AI Vector Search, Select AI for natural language querying, and a converged architecture that handles JSON, SQL, spatial, and graph in one place. At Retraced we serve over 25,000 suppliers globally. The autoscaling and multimodal capabilities of 26ai let us move fast without accumulating the kind of technical debt that slows you down later. For me, this video is about one thing: the importance of choosing the right foundation before you start building on top of it.
Craft: Baking
Baking is a personal hobby — purely for the joy of it. I don't take money for it, and at the moment I don't plan to. There's something deeply satisfying about watching ingredients come together, blend, and shape into a result. I really love the result — but understanding the process, crafting it deliberately, makes the satisfaction of eating even higher.
I'm drawn to baking specifically because it demands precision. Ratios matter. Timing matters. Small deviations lead to noticeably different outcomes. And contrary to what people often assume — yes, I can also cook. I just prefer to bake.
I try to source organic ingredients wherever I can. Not because I believe it tastes better — but because sustainability matters. It's a small contribution to our planet, but it's what I can do.





What I See Next
Directions I'm thinking about. Not predictions—interests.
AI Will Disrupt Software Delivery
We're not even there yet — but the shift is already underway. I believe software delivery is about to change fundamentally. Micro SaaS products, small and focused, will proliferate. What makes this different from previous waves is MCP: a way for these tools to interoperate without needing to be part of massive monolithic platforms. The days of "all-in-one" as the default winner are numbered. Composability wins.
The Race of Speed — and the Safety Trade-off
All AI companies have essentially the same roadmap. Features go live at nearly the same time across the board — I noticed this firsthand when building Retraced's AI product roadmap and realised it mirrored exactly what every major AI company was doing, step by step, almost in lockstep. When roadmaps converge like that, differentiation collapses into speed. Whoever ships first wins. That's the uncomfortable reality of where we are.
When Philosophy, Science, and AI Converge
Thinkers like Elon Musk frame the pursuit of progress around three things: Truth, Beauty, and Curiosity. What strikes me is that every system — science, philosophy, religion, now AI — is ultimately driven by those same forces. They are all attempts to uncover the truth about reality. The disciplines are different; the underlying question is the same.
Let's Talk
I'm always open to thoughtful conversations about systems, technology, and building things that matter. No forms—just reach out directly.