At udChalo, I own production batch pipelines across Databricks, Snowflake, AWS, and Azure, including scheduling, incremental loads, alerting, data quality checks, and production debugging. I built an automated reconciliation platform that reduced reconciliation from hours to under five minutes and saved Rs. 20L+ annually.
I’ve also migrated 60+ legacy reports to governed Snowflake models, cutting average query execution time by 93%, and built PySpark and dbt pipelines that deliver analytics-ready datasets. I mentor four engineers on Python, SQL, Git, testing, and data quality standards.
