Writing
Notes on measurement, ML and AI systems
- Linear Regression Isn't Always a Straight LineWhy adding x² keeps a model linear, and how the same idea connects feature engineering, kernels and neural networks.
- What Building a Conversational Shopping Assistant Taught Me About Shipping LLMsThe failures behind a production LLM search assistant, and the engineering habits they forced: evaluation gates, versioning and joined-up observability.