About Me
AI developer, open-source contributor, and the person behind Carrot Cake AI.
Daniel Rosehill
Hey! I'm an AI developer and technical communications professional. Originally from Ireland, I moved to Israel in 2015 and have been based in Jerusalem ever since. 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 full-service AI agent planning and development — turning the jigsaw of disjointed AI components into a symphony of functionality. Every engagement is principal-led — when you work with Carrot Cake AI, you work directly with me.
My AI Journey
Writing & Comms
Moved to Israel
Tech Writing
Automation
AI Agents
Based in Ireland. Writing, communications, and content strategy for technology companies — including an in-house role at Vconnecta. Built a foundation in making complex technical topics accessible to business audiences.
Relocated from Ireland to Jerusalem, Israel. Transitioned into the Israeli tech ecosystem, working with cybersecurity startups and enterprise technology companies.
Technical communications for companies across cybersecurity, cloud infrastructure, and enterprise tech. In-house roles at Finn Partners and Ayyeka, plus consulting work with ColorTokens, CybeReady, HackerU, AllCloud, NetApp, and others. Deep exposure to how technology companies operate and communicate.
Shifted focus from writing about technology to building with it. Workflow automation, data pipelines, API integrations, and process optimization. First experiments with AI-assisted workflows using early GPT models and n8n.
Full pivot to agentic AI development. Building AI agent systems, MCP servers, RAG pipelines, and multi-agent orchestration. Active open-source contributor. Founded Carrot Cake AI as a dedicated consultancy for hands-on AI implementation.
That's my AI journey. What will yours be?
Every business has a different starting point. I help you figure out where you are, where you want to go, and how to get there.
See the Implementation Process →In-House Roles
Full-time positions in communications, marketing, and technology.
Marketing Comms Manager 2017–2018 
Communications Manager 2022–2026 Previous Consulting Clients
Technical communications and content work across the Israeli and international tech ecosystem.
AI, Data & Developer Tools
Cybersecurity
Cloud & Infrastructure
Enterprise & Advisory
Nonprofit & Civil Society
Technology Stack
A snapshot of the tools and platforms I work with day to day. See the full tech stack →
LLMs
APIs & Model Providers
Frameworks
Automation
SaaS AI Platforms
Prototyping & POC
Infrastructure
Data
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.
More Information
Tech Stack
The full breakdown of LLMs, frameworks, automation platforms, and infrastructure I use.
View tech stack →FAQ
Common questions about working with me, pricing, tech stack, and engagement structure.
View FAQ →Confidentiality
How I handle data security, NDAs, and client privacy when building AI systems.
Read more →Open Source
I'm a passionate open source contributor. See the projects I've built and shared publicly.
View projects →For Clients
Billing information, invoicing, and administrative details for current and prospective clients.
Client info →