I am a software engineer with over three decades of hands-on experience building systems, leading teams, and solving real engineering problems at scale.
Today, my work sits at the intersection of deep engineering discipline and applied Generative AI.
While many talk about AI as a tool for content or automation, I focus on something different:

How AI can fundamentally change the way engineers design systems, reason about problems, and build software.

What I Do

I help teams and organizations adopt AI-Enabled Engineering — a way of working where:

• Engineers think faster because AI augments reasoning
• Prototypes are built in hours, not weeks
• Documentation, design, and code are continuously refined
• Knowledge is captured, structured, and made reusable
• Senior engineering thinking is scaled across the team

This is not about replacing engineers.
This is about multiplying engineering capability.

My Background

• 30+ years of coding experience across architectures, stacks, and problem domains
• Built and led engineering teams
• Strong foundations in system design, problem decomposition, and scalable thinking
• Currently building products that apply AI to structured problem solving in education and engineering workflows

I have lived through multiple technology waves — from early client-server systems to cloud to AI — and understand what truly changes engineering, and what is just hype.

My Current Focus

I am deeply involved in designing systems where AI:

• Assists in structured reasoning
• Helps engineers think in steps, not shortcuts
• Validates logic, not just syntax
• Supports learning, design, and implementation

This thinking is reflected in my work on educational scaffolding systems, semantic matching engines, and AI-assisted engineering workflows.

Who I Work With

• Engineering teams looking to adopt AI meaningfully
• Organizations exploring AI-driven development workflows
• Leaders who want their teams to think better, not just code faster
• Engineers who want to future-proof their way of working

What Makes My Approach Different

Most AI conversations are tool-centric.
Mine are engineering-centric.

I don't start with "Which AI tool should we use?"
I start with:
"How should engineers think differently when AI is available?"

That shift changes everything.

Let's Talk

If you're exploring how AI can elevate engineering quality, speed, and thinking in your organization, I'd love to collaborate.