About Daniel

AI developer, open-source contributor, and the person behind Carrot Cake AI.

Daniel Rosehill

Daniel Rosehill

I'm an AI developer and technical communications professional originally from Ireland, now based in Jerusalem, Israel. I build AI agent systems, MCP integrations, workflow orchestration, and pipeline automation — with a focus on practical deployments for small businesses.

I work at the intersection of AI implementation and real business needs. I understand the technology deeply enough to build it, and business processes well enough to deploy it where it actually matters.

Before getting deep into AI, I spent years in technical communications — working with companies across cybersecurity, cloud infrastructure, and enterprise tech. That background gives me an edge in understanding complex domains and translating between technical and business stakeholders.

Carrot Cake AI is my consultancy for hands-on AI implementation. Every engagement is principal-led — when you work with Carrot Cake AI, you work directly with me.

Daniel's Journey

Early Career

Technical Communications

Started in technical communications, writing for cybersecurity and cloud companies across Israel's thriving tech scene.

Transition

Automation & Tooling

Discovered the power of automation — started building internal tools with n8n, Make, and custom scripts to streamline everything I could get my hands on.

Current

AI Agent Development

Now fully focused on building agentic AI systems — MCP servers, multi-agent orchestration, RAG pipelines. Active open-source contributor with packages on npm, GitHub, and Hugging Face.

Some of the clients I have worked with

Companies I've partnered with across AI, cybersecurity, cloud, and enterprise technology.

AI, Data & Developer Tools

Cybersecurity

Cloud & Infrastructure

Enterprise & Advisory

Nonprofit & Civil Society

Technology Stack

LLMs

Anthropic OpenAI Google Gemini OpenRouter Hugging Face

Frameworks

CrewAI LangChain LangGraph Claude Code MCP

Automation

n8n Make Zapier Webhooks REST APIs

Infrastructure

GCP AWS Docker Vercel Linux

Data

Python PostgreSQL Vector DBs Web Scraping ETL

Background & Expertise

AI & Automation

Building agentic AI systems, MCP server development, multi-agent orchestration, RAG pipelines, and workflow automation. Active open-source contributor on GitHub, NPM, and Hugging Face.

Technical Communications

Extensive experience writing for and about technology — cybersecurity, cloud, and enterprise sectors. Able to bridge the gap between technical depth and business clarity.

Sector Experience

Cybersecurity, cloud infrastructure, enterprise technology, OSINT, competitive intelligence. Experience working across these domains informs how AI solutions are scoped and built.