I write about LLM systems, evaluation, and practical engineering.
What Actually Makes an API Enterprise-Grade
A practical guide to building a production-grade API, from rule formalization and repository boundaries to staged deployment, observability, and governance.
Why I Decided to Move from Data Analyst to Data Engineer
A personal reflection on moving from Data Analyst toward Data Engineer by building credibility through real engineering work before the title officially changed.
Product Evals in Three Simple Steps (Template)
A practical template for writing clear, high-signal technical posts.