What I Do

Business systems, AI automation, and technical leadership

I help founders and business leaders make better technology decisions, remove operational drag, and scale what is already working without adding unnecessary complexity.

For companies

Three business problems I help solve

The work usually starts in one of three places: turning an idea into a product, automating slow manual work, or strengthening the engineering and cloud foundation behind a growing business.

Build

You have an idea, no product yet

Turn Your Idea Into a Real Product

From concept to working software, without overbuilding or guessing.

Who this is for

Co-founders with an idea, a market hypothesis, or an early sketch, and no technical leader yet to make it real.

What is included

  • Product architecture and technical roadmap
  • MVP scoping: what to build first, what to defer
  • Build or guide the build (hands-on or technical direction)
  • Tech stack decisions suited to your stage

Proof point

I have made these decisions before, including the expensive mistakes, so you do not have to.

Automate

You have a product, too much manual work

Stop Doing By Hand What Software Should Do For You

Practical AI and workflow automation, applied where it actually saves time, not where it sounds impressive.

Who this is for

Teams with a working product or process who are losing hours to repetitive manual work: intake, reporting, routing, data entry, internal ops.

What is included

  • Workflow audit: find where time is actually being lost
  • Internal AI assistants and automations
  • CI/CD and engineering workflow automation
  • Process redesign around the automation

Proof point

68% lead time reduction with an AI engineering agent: automation tied to a measurable outcome, not a demo.

Scale

You have traction, growing pains

Grow Without Your Engineering Team or Cloud Bill Breaking

Cloud architecture, reliability, and engineering practices built for where you are headed, not just where you are.

Who this is for

Companies with traction (real users, real revenue, real growth) where delivery is slowing down, the AWS bill is climbing, or the architecture was not built for this much load.

What is included

  • Cloud architecture review and cost optimization (AWS)
  • Reliability, monitoring, and security hardening
  • Engineering team workflow improvements
  • Technical leadership support and second opinions

Proof point

Platforms processing 1.3B+ monthly events: cloud-native, distributed systems designed for real load.

For individual engineers

Looking for AI career coaching?

Coaching now has its own page. It is focused on helping engineers upskill with AI, build stronger proof of skill, improve CV and LinkedIn positioning, and land better roles.

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Ready to start?

Not sure whether you need build, automate, or scale?

Send a short note about the business problem you are seeing. I will help identify the most useful first step.

Send an Inquiry