Software, product, and AI engineering. Hands-on.

I embed with growing technology companies to build products, repair platforms, accelerate engineering teams, and put AI into production. I work inside the roadmap and the codebase.

Product engineering

Turn customer need and operational reality into production software. I work across product decisions, user journeys, architecture, implementation, analytics, and release.

You need an experienced engineer who can own the product problem as well as the code.

Software and platform engineering

Build or repair the architecture, data, APIs, integrations, permissions, migrations, performance, observability, and delivery systems underneath the product.

The product is growing, the foundations are under pressure, or the engineering team needs senior hands.

AI engineering

Design and ship AI product features, agents, tools, evaluations, provider integrations, guardrails, and human review around a real operating outcome.

You want AI in production without turning the codebase or workflow into an experiment.

Embedded engineering leadership

Add one accountable senior operator inside the roadmap, repository, review loop, incidents, and releases. I make the calls, write the code, and raise the team around the work.

A capable team needs senior technical ownership without another management layer.

Start with the real constraint.

Bring the actual workflow and the decision that is stuck. You leave with a diagnosis, a direct recommendation, and a sequence you can use.

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