Full-Stack Engineer & AI Builder

8+ years shipping production software. I founded RipeMetrics, an AI-native customer growth platform. Now I build full-stack applications and agentic AI systems for clients who need software that actually works.

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Aaron Davis enjoying a birthday pint at Europe’s longest bar in Ireland

Birthday pint in Dublin, Ireland

Hole in the Wall, Europe’s Longest Pub

About

I founded RipeMetrics in 2017 and along with the team helped scale it from a prototype to an AI-native customer growth platform. That meant building everything — React frontends, Node/Python backends, OpenAI integrations, RAG pipelines with Pinecone, and real-time messaging systems processing thousands of interactions daily.

Right now I’m building a Next.js 16 wellness platform for AlignSD with Sanity CMS, structured data, and AI-assisted content.

I’m most interested in agentic engineering — wiring LLMs, tool-use, and structured outputs into systems that run autonomously. When AI handles the repetitive work, I focus on architecture and the problems that actually need a human.

Technologies I work with

ReactTypeScriptNext.jsRedux RTKTailwind CSSMaterial UIShadcn UIFramer MotionSanity CMSNode.jsPythonFastAPIPostgreSQLOpenAI/Claude APILangChainPineconeChromaExpoReact NativeTurborepotRPC

Featured Projects

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AI Infrastructure / Developer Tools

ctrl

Autonomous AI agent infrastructure — synced instructions, skills, and secrets from a single dotfiles repo. 12 self-learning skills, 3-tier security model, and a Docker-sandboxed autonomous loop.

BashTypeScriptDockerClaude CodeVS Code Copilot

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AI / SaaS

RipeMetrics

AI-native customer growth platform serving 50+ enterprise clients. Reduced customer service costs by 40% through AI automation while maintaining 95%+ system uptime.

ReactNext.jsTypeScriptRedux RTKOpenAIPinecone

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Healthcare / Web

AlignSD Wellness Center

A 44,000-line healthcare platform serving 5,000+ families — 5 AI integrations, 81 JSON-LD schemas, 158 programmatic pages, and 27 email templates. Built solo.

Next.js 16Sanity v5TypeScriptOpenAIReact Email

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Let’s work together

I’m always interested in hearing about new projects and opportunities.

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About

Right now I’m building a Next.js 16 wellness platform for AlignSD with Sanity CMS, structured data, and AI-assisted content.

Technologies I work with

ReactTypeScriptNext.jsRedux RTKTailwind CSSMaterial UIShadcn UIFramer MotionSanity CMSNode.jsPythonFastAPIPostgreSQLOpenAI/Claude APILangChainPineconeChromaExpoReact NativeTurborepotRPC