Back home
Blogs
Notes on AI, engineering, and shipping.
My writing and personal thoughts on current and ongoing innovations in AI, engineering, and product. Essays on what I am building, learning, and watching as technology keeps moving.
Cover
Mar 12, 20266 min read
Why Model Evaluation Matters Before You Ship AI
Most teams jump straight to deployment. Here is why rigorous evaluation should come first, and how it changes what you build.
MLEvaluationAI Systems
ReadCover
Feb 4, 20268 min read
Building Agentic RAG Systems: Lessons from ChatDKU
Retrieval, prompting, and orchestration all matter. A few practical lessons from shipping an agentic RAG pipeline in production.
RAGLLMsEngineering
ReadCover
Jan 18, 20265 min read
From Research to Product: What Startups Need from ML Engineers
Startups do not need more notebooks. They need engineers who can turn research into something users can actually touch.
StartupsProductML
ReadCover
Dec 2, 20254 min read
Design Still Matters in AI Products
Strong models do not save weak product experiences. Why craft, clarity, and interface design still matter in AI software.
DesignAIProduct
Read