// about —

I build systems that don't just work — they make money, scale, and survive real-world chaos.

I'm a software engineer by trade — but that's not the full story. I operate at the intersection of AI, automation, and business execution — where clean architecture meets messy reality.

The kind of work where demos look great… until production shows up and breaks everything. That's where I live.

I've designed and delivered systems for organizations that can't afford failure — from large-scale platforms to custom enterprise solutions. Today my focus is agentic AI systems and AI-powered SaaS: helping companies move beyond hype and into products that actually deliver value.

20+
years building production systems
MSc
in Artificial Intelligence
2015
founding & consulting since
CTO
scaling real-world platforms

What I do

in production

AI-powered SaaS

Platforms with real autonomy — and the control systems behind them.

Agent architectures

Agents that reason, act, and adapt without becoming liabilities.

Revenue-generating systems

Complex workflows turned into scalable, monetizable products.

AI integration

Embedding AI into existing products without breaking the core business.

How I think

most teams treat AI like a feature.

I treat it like a system that needs:

Permissions
Boundaries
Feedback loops
Failure handling

The moment AI starts acting on behalf of users, you're no longer building software. You're designing behavior.

Building toward

// roadmap.signals

  • 01Fully AI-powered SaaS with controlled autonomy
  • 02Tools that add AI capability fast — without months of experimentation
  • 03Agents that collaborate, self-correct, and improve over time
  • 04Frameworks that turn AI from a demo into a business advantage

Background

Since 2004

Started as a developer

Master's

Artificial Intelligence

Foundation

Computer Science

Since 2015

Entrepreneur & consultant

CTO

Scaling systems across industries

// bottom line

I don't chase trends. I build things that work when the edge cases show up.

For we are God's handiwork, created in Christ Jesus to do good works, which God prepared in advance for us to do.
Ephesians 2:10