Blog

Short technical notes on GenAI, data engineering, and platform reliability.

Lessons learned in deploying enterprise-grade RAG pipelines, managing vector database latency, and ensuring data freshness.

How partition strategy, adaptive execution, and skew handling brought measurable runtime improvements.

A lightweight framework for schema checks, freshness SLAs, and ownership boundaries.

Patterns that improved reliability, observability, and developer velocity in orchestration workflows.

Implementing automated evaluation metrics for LLM-based data applications.