Documentation & Technical Writing
Engineering write-ups, architecture overviews, and lessons learned from building data systems at scale.
September 15, 2025
Designing a Cloud-Scale Analytics Pipeline
A deep dive into the architecture decisions behind building a data pipeline that processes terabytes daily on Azure, from ingestion to serving.
July 20, 2025
Lessons Learned: Migrating to Event-Driven Architecture
Practical insights from moving a batch-heavy data platform to an event-driven model — what worked, what didn't, and what we'd do differently.
May 10, 2025
Workflow Orchestration at Scale with Airflow
How we tamed 300+ data workflows with Apache Airflow — covering DAG design patterns, failure handling, and operational practices that actually scale.
March 8, 2025
Building AI-Powered Data Quality Checks
How we used machine learning to detect data quality issues before they reached production dashboards — architecture, model choices, and operational results.
January 22, 2025
Architecture Patterns for Multi-Tenant Data Platforms
Practical patterns for building data platforms that serve multiple teams and use cases without turning into an unmaintainable monolith.