About ModelShip

Everyone can fine-tune. We show you how to ship.

ModelShip is a production-focused AI tutorial blog for engineers who are done with toy examples and ready to build real systems.

Production first

Every tutorial ships working code you can deploy — not just explain concepts.

No fluff

We skip the 500-word intro and get straight to what works in the real world.

Battle-tested

Written by engineers who have run LLMs, agents, and RAG systems in production.

The team

AC

Alex Chen

Senior AI Engineer

7 years building production AI systems. I write about the stuff that actually works in the real world — practical code, real architectures, zero fluff.

View articles →
SK

Dr. Sarah Kim

ML Research Engineer

PhD in NLP, now building AI products. I explain the 'why' behind AI systems so you can make better engineering decisions, not just copy-paste code.

View articles →
ML

Marcus Lee

Lead AI Infrastructure Engineer

Built and scaled AI systems that handle millions of requests. I write about what separates tutorial AI from production AI — the hard lessons, the battle-tested patterns.

View articles →

What we cover

Deep-dive tutorials across the full AI engineering stack.

Fine-tuning & training LLMs
AI Agents & multi-agent systems
RAG pipelines & vector search
Deploying models to production
LLM APIs & backend architecture
AI tooling & developer workflows