I’m Yash, a Senior AI PM who came up through data science. This is where I write about both sides of the job: the AI/ML engineering (agentic systems, evaluation harnesses, fine-tuning) and the product management it takes to ship any of it.
A few themes you’ll see here:
- Agentic systems in production: design patterns, failure modes, and how to evaluate an agent you can’t fully predict.
- Evals & fine-tuning: adapting models to a domain, and building evals you can trust before you trust the model.
- AI product management: turning model capabilities into roadmaps, pricing the trade-offs, and deciding what ships.
More soon.