SARAVANA KUMAR / EXPERTISE
Data. Cloud. SQL. Intelligent AI.
The technology areas I work with, explain and use for real-world problem-solving.
THE TECHNICAL EDGE
Expertise that goes beyond buzzwords.
Cloud, data, SQL and AI — with a practical focus on architecture, reliability and helping others solve problems.
Data Engineering
Batch pipelines, orchestration, transformations and analytics layers.
BigQueryDataflowComposerDataprocGCS
Agentic AI
Tool-using AI systems, safe workflows and multi-agent solution design.
AI AgentsLLMsRAGHuman approval
SQL & Databases
Data modeling, SQL/PLSQL development and performance investigation.
OraclePL/SQLSnowflakeSQL
Cloud Platforms
Cloud-based analytics, ingestion patterns and data processing systems.
Google CloudMicrosoft FabricDatabricks
Data Governance
Validation, data quality, access controls and reconciliation.
DQIAMMonitoringLineage
Production Support
Debugging jobs, performance issues, incident analysis and safe reruns.
AirflowBigQuery SQLPythonRoot cause
How I approach engineering challenges
- Understand business outcomes and data quality requirements before choosing tools.
- Separate deterministic pipeline logic from situations where an AI agent adds value.
- Validate security, permissions, observability, reruns and failure recovery.
- Explain technical decisions in terms people can understand and maintain.