How to decide whether a use case needs an LLM, classic ML, or better product design
Insights
Topics I like writing and speaking about
I am especially interested in the practical edge where ambitious AI ideas meet messy systems, real users, and actual business constraints.
What makes RAG systems feel trustworthy instead of fragile
Evaluation patterns for AI features that touch real customer workflows
Why forecasting and operational ML still matter in the age of generative AI
How founders can avoid expensive AI platform detours early on
Current home for writing