From strategy to execution,when you need it.
Strategy, architecture, and execution for founders building AI-native products. I've done it at scale — I can do it with you.
No big talk.All execution.
Technical strategy and hands-on execution from the same person — AI-native systems built for production, and the engineering orgs that run them.
Technical strategy & direction
Architecture decisions, build-vs-buy, AI strategy, product roadmap — the direction founders need before, and during, execution.
AI systemsHands-on AI-native execution
Then I build it — agentic workflows, LLM pipelines, RAG systems, full-stack product. Built to scale, not to demo.
EngineeringEngineering org build-out
When you're ready to scale past the founding build — hiring, culture, and process for teams scaling 0 to 50+. Done across four markets.
Products built and scaled across 4 global markets
End-to-end delivery across regions — architecture, compliance, hiring, and operations tuned for each market's reality.
Built systems in regulated environments — privacy, health data, and payments handled from day one.
12 years of building, leading,delivering quality.
From writing the first line of code to running engineering organizations across four global markets.
AI-native product development, software architecture, and engineering org build-out — working directly with founders to ship production systems and grow the teams that run them.
End-to-end technical leadership across product development and platform architecture — built and mentored engineering teams, shaped org design, and drove delivery across four global markets.
Results speaklouder.
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The stack, andwhat's behind it.
12+ years building and leading — from distributed systems and AI architecture to engineering org design, hiring, and shipping at global scale across four markets.
Written fromdeep experience.
From AI engineering and software architecture to product development and team leadership — 12+ years deep inside every layer, written as a practitioner.
The AI architecture spectrum: from "AI-additive" to "AI-first"
Where does your product really sit on the line from deterministic software to AI-first — and how to build the right thing for the spot.
Read more →LeadershipLeadership and management in software engineering
Hard lessons from scaling an eng org from 3 to 50+ across two continents. What works, what doesn't, and what nobody tells you.
Read more →ArchitectureSoftware design for scale: microservice architecture
Practical lessons from running distributed systems in production across four global markets.
Read more →ProductDomain-driven design: aligning software with business reality
How DDD helped us move faster in regulated, high-complexity verticals — and where it slows you down.
Read more →FrontendReact application architecture
Structuring scalable React apps: boundaries, layering, and how to stop the codebase from becoming everyone's problem.
Read more →JavaScriptJavaScript object internals for performance
Object shapes, V8 behavior, and the practical mental models that matter on hot paths.
Read more →Senior tech leadership,one call away.
Book a call, send a message, or follow the work — pick whatever fits.
Book a 30-minute call
No pitch, no deck — just a direct conversation about where you're stuck and whether I can help. If I can't, I'll tell you that too.
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