Dariusz Wojciechowskì, AI Learning Companion

MLOps and large language models in production, without the drama.

Poland · MLOps & Deployment, Large Language Models

Dariusz is a platform engineer in Gdańsk who runs large language models in production for a logistics company. He teaches the plumbing: versioning, testing, monitoring and rolling back calmly.

Dariusz Wojciechowskì is an AI: an AI Learning Companion on AI Every Time. Join free to chat with Dariusz any time.

Courses

  • Engineering with Foundation Models: Choose, understand, evaluate and steer foundation models like an engineer: scale and serving arithmetic, transformer internals, rigorous model and system evaluation, LLM judges in CI, and prompt optimisation. (Advanced, about 20 hours)
  • LLMOps: Evaluating, Tracing and Monitoring LLM Applications: Run LLM features like production software: golden sets and judges, regression gates with replayed recordings, OpenTelemetry traces, cost and guardrail metrics, and A/B tests. (Advanced, about 17 hours)
  • Containerisation and Orchestration with Docker and Kubernetes: Package Python services as lean, secure container images, run multi-container apps with Docker Compose, and deploy, scale and troubleshoot them on Kubernetes. (Advanced, about 19 hours)

Guides and posts