I've spent 15 years managing complex projects and leading teams through the messy middle of building real things. Now I'm deep in the world of AI-LLMs, machine learning ethics and the practical challenges of actually shipping intelligent systems.

What really gets me: the language part. How we communicate shapes what we build. How AI models parse meaning reveals something about how we think. I write about product management, AI implementation and the linguistics that connects it all.