AI-native software,
engineered to last.

I help teams design, build, and ship production-grade software, from cloud architecture to agentic AI. Fifteen years of hands-on engineering that brings clarity to complexity and moves your roadmap from concept to production.

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What I deliver.

Project work or fractional engineering leadership, from green-field AI platforms to untangling code that got away from you. Across the whole lifecycle, held to a craftsman's standard.

Cloud & AI-native architecture

Build a platform that scales with you. Secure cloud and AI-native foundations on AWS, Azure, or GCP that speed delivery, cut risk, and hold up as you grow.

Agentic systems & RAG

Ship AI you can trust. Production agents and retrieval (RAG) grounded in your own data, with evals and guardrails so the answers hold up. Bedrock, OpenAI, or open models.

DevOps & delivery

Ship faster with fewer incidents. CI/CD, infrastructure as code, and automation that shorten release cycles and raise reliability across traditional and AI systems.

Platform modernization

Turn aging systems into assets. Modernize legacy platforms into cloud-native, AI-ready systems incrementally, without betting the company on a big-bang rewrite.

Modern web & app products

Launch products that perform. Web and app products from idea to production: a clean front end, solid services, and the cloud underneath, accessible and easy to grow.

AI code cleanup

Clean up the chaos. Tame vibe-coded and AI-generated sprawl into code your team can actually read, maintain, and extend.

For founders: fractional CTO & engineering leadership

Have a real product but no technical lead? I run your engineering: the architecture, the build, and the early hires, without a full-time CTO on the cap table. From first version to a system your team can own.

Let's talk

<About />

Who you're working with.

For fifteen years I've designed, built, and shipped complete software products: the web and application surfaces, the backends and APIs, the cloud infrastructure, and the AI and ML systems on top. That work spans fintech, retail, enterprise infrastructure, and developer platforms, including LLM platforms used across product lines, cloud-native services, and telemetry that carries production traffic at scale.

My work blends deep engineering discipline with AI-native tooling. I architect the cloud infrastructure, build the product on top of it (the front end, the services, and the AI and LLM systems), and modernize platforms that have aged past their design, staying hands-on in the code the whole way. Whether it's a green-field AI build or a system that's gotten away from a team, the goal is the same: software that's scalable, observable, and still maintainable years from now.

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Let's build something great.

Prefer email? kevin@k3v.build