About
Who is Karthik Darbha?
I am a Senior Data Engineering & Delivery Leader with 22+ years of experience building data platforms across Healthcare, Pharma, Retail, Insurance, and Financial Services.
I have architected end-to-end solutions on Azure — Databricks, ADF, Power BI, Delta Lake, Unity Catalog — and led delivery teams across global enterprises.
But this blog is not just about technology.
Why Tech4Nirvana?
Nirvana in Sanskrit means the extinction of suffering through clarity — the moment when confusion dissolves and truth stands revealed.
That is exactly what great data engineering does.
It takes the noise of raw, messy, contradictory data and transforms it into a single, trusted, actionable truth — the organizational equivalent of Nirvana.
Tech4Nirvana explores this intersection — where the rigor of data architecture meets the depth of Indian philosophical tradition, particularly Advaita Vedanta.
What You Will Find Here
- Deep dives into Azure Data Engineering — Databricks, ADF, Power BI, Delta Lake
- Reflections on Advaita Vedanta as a framework for technical thinking
- Practical guides on Data Architecture, Medallion Architecture, Unity Catalog
- Insights from 23+ years of delivery across global enterprises
My Stack
Azure Databricks Azure Data Factory Power BI Delta Lake Unity Catalog PySpark SQL MLflow Medallion Architecture SAS

