About Me

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

Daniel Rosehill

Daniel Rosehill

Hey! I'm an AI systems developer with a background in technical communications and documentation. 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.

Most of my open-source work lives on Hugging Face, where my public models and datasets have been downloaded more than 98,000 times. It includes ASR fine-tunes such as Hebrish, a fine-tune of NVIDIA Parakeet for English dictation with Hebrew words in it that runs on-device in an Android keyboard and desktop apps; custom classifiers such as a Hebrew–Latin token classifier and a ModernBERT agent task-break detector; and small single-task models built on Gemma 3 270M, like one that adds paragraph breaks to ASR transcripts.

I also created My Weird Prompts, an AI-generated podcast. It is an ongoing experiment in generative AI at scale, used for empowerment, education, learning and professional development.

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. Contracts and invoicing go through my company, DSR Holdings.

Jerusalem, Israel UTC+2 (Israel Standard Time)

Technology Stack

The libraries and platforms I work with day to day, by area. See the full tech stack →

Model Training

Fine-tuning speech and language models on your data.

  • PyTorch
  • Transformers
  • PEFT / LoRA
  • Datasets
  • Whisper
  • Weights & Biases

Models & Inference

Hosted APIs and self-hosted serving.

  • Anthropic
  • OpenAI
  • Gemini
  • OpenRouter
  • vLLM
  • Ollama

Agentic AI

Agents, tools and orchestration.

  • Claude Code
  • MCP
  • LangGraph
  • LangChain
  • CrewAI

Automation

Workflows that connect it all together.

  • n8n
  • Make
  • Zapier
  • Dify
  • Webhooks & REST

Prototyping & Demos

Fast proofs of concept.

  • Gradio
  • Streamlit
  • HF Spaces

Infrastructure & Data

Where it runs and what it stores.

  • Python
  • PostgreSQL
  • Docker
  • GCP
  • AWS
  • Cloudflare
  • Vercel
  • Linux

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.

Career & previous trajectory From tech communications to model training: timeline, in-house roles and past clients

My AI Journey

✍️
Pre-2015

Writing & Comms

🌎
2015

Moved to Israel

💻
2015-2020

Tech Writing

⚙️
2020-2023

Automation

🤖
2023+

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.

Ayyeka ColorTokens CybeReady HackerU AllCloud NetApp

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.

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