Optimizing Snowflake Queries at Scale
Learn how I reduced warehouse costs by 40% using clustering keys, materialized views, query profiling, and strategic warehouse sizing.
JOURNAL
THOUGHTS & DISCOVERIES
Engineering Insights
Deep dives into data engineering, best practices, and lessons learned from production systems.
Building Fault-Tolerant Data Pipelines
A comprehensive guide to implementing retry logic, dead letter queues, idempotency, and alerting for resilient ETL systems.
SQL Server to Snowflake: A Deep Dive
Step-by-step guide to migrating legacy data warehouses to Snowflake, including schema conversion, data validation, and performance tuning.
Python Utilities Every Data Engineer Needs
Essential Python tools and patterns for file processing, data validation, logging, and automation in data engineering workflows.
Advanced SQL Patterns for Data Engineers
Window functions, CTEs, recursive queries, and optimization techniques that every data engineer should master.
Implementing Data Quality at Scale
Building comprehensive data quality frameworks with automated testing, monitoring dashboards, and alerting systems.