Currently Senior AI Engineer at Checkmk · Co-founder at DatAIMed
Hi, I'm Matteo.
I work on language models, mostly.
I'm an AI engineer. Right now that means shipping AI features and enablement at Checkmk, co-founding DatAIMed, and maintaining a small open-source library called ErisForge. I like shipping things, writing about what I learn, and the occasional side project that gets out of hand.
Currently
What I'm working on.
Three things, in rough order of how much of my week they take.
Full-time
Checkmk
Senior AI Engineer (L7)
AI enablement for 70+ R&D engineers, the first AI-aided dev pipeline, and Checkmk's first AI-powered product feature.
Co-founder
DatAIMed
Co-founder & AI Advisor
Agent-driven evidence-based medicine. A multi-collection MongoDB vector DB over millions of scientific papers, powering real-time clinical insight.
Open source
ErisForge
Maintainer
A Python library for modifying LLM behaviour at the layer level. Named for Eris, goddess of discord.
Writing
Recent notes.
May 2026
What I learned automating my personal vault with Claude Code
A personal knowledge vault is a graveyard by default. Here is what happened when I stopped trying to discipline myself into curating one and instead built a Claude-Code-powered runtime around it — 62 skills, 32 templates, hook-enforced policy, typed memory, and the FDE-shaped patterns that fall out of taking the bet seriously.
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Apr 2025
Agent2Agent and MCP: An End-to-End Tutorial for a complete Agentic Pipeline
This tutorial will guide you through the process of building a complete agentic pipeline using Agent2Agent and MCP. We will cover the entire pipeline, from data preparation to model training and evaluation.
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Jan 2025
Free AI, Biased Answers: A Deep Dive into China’s Deepseek and the Perils of Propaganda
A critical look at how Deepseek, a new Chinese-developed LLM, selectively censors and manipulates language, using propaganda tactics and silencing uncomfortable truths, all under the guise of offering free AI services
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