Sanjeeva Kumar
Oracle ACE Associate | Senior Oracle DBA | Associate Principal Engineer
I am a Senior Oracle DBA and Associate Principal Engineer at Nagarro Software with over 20 years of hands-on experience administering production databases across Oracle, PostgreSQL, and MySQL.
I hold the Oracle ACE Associate designation — a recognition by Oracle for technical expertise, community advocacy, and contributions to the Oracle ecosystem. My day-to-day work spans performance tuning, RMAN backup strategy, multitenant architecture (CDB/PDB), AWR analysis, and database security across enterprise environments.
What I Write About
DBA Dataverse is my technical blog where I share production-tested solutions, real command outputs, and DBA-to-DBA troubleshooting guides. The focus areas include:
- Oracle: ORA-error resolution, AWR/ASH performance analysis, RMAN backup & recovery, Multitenant CDB/PDB administration, and Oracle AI Database 26ai
- PostgreSQL: pgvector, AI/ML integration, replication, performance tuning, and scaling strategies
- MySQL: Administration, query optimization, and migration
I have been writing about databases since 2005. Every solution published on this blog is validated on live Oracle and PostgreSQL environments before it goes out.
Book & Publications
I am the author of PostgreSQL’s AI Evolution: From Old Guard to AI Vanguard — a comprehensive guide covering pgvector, hybrid search, RAG patterns, and embedding synchronization — submitted to Apress for publication.
Open Source & Community
- GitHub: Oracle Production DBA Toolkit (oracle-production-dba-toolkit) — a collection of read-only diagnostic scripts for Oracle 19c across 6 categories
- GitHub: Oracle Vector AI DBA Companion (oracle-vector-ai-dba-companion) — vector governance scripts for Oracle 23ai/26ai
- Oracle Community Forums: Active contributor with production-focused answers covering RMAN, Multitenant, DBMS_SCHEDULER, and performance troubleshooting
Professional Background
I am currently associated with Nagarro Software Pvt Ltd as an Associate Principal Engineer. Over the past two decades, I have worked extensively on capacity planning, PL/SQL application development, data migrations, database modeling, SQL plan stability, statistics & histograms, and multi-terabyte production database orchestration.
Connect With Me
- LinkedIn: Sanjeeva Kumar
- Twitter/X: @kumarsanjeeva
- Email: kumar.sanjeeva@gmail.com

