Looking for a job

Vanathi Selvakumar

@vanathiselvakumar

Message

I validate reliable, traceable data pipelines and improve quality with AI-assisted incident analysis.

Netherlands

Message

What I'm looking for

I'm open to Data Lineage, Data Governance, Business Analysis, Data Quality, and Quality Engineering roles in banking, fintech, and data platform organisations in the Netherlands.

At Fivetran, I validate end-to-end data pipelines from source connectors through integration layers to Databricks, BigQuery, and Redshift, ensuring completeness, accuracy, and traceability.

I've led test strategy, release sign-offs, exploratory testing, and reliability analysis across database connectors and hybrid cloud systems. I analyzed 300+ production incidents and supported migrations that identified 60+ critical issues.

I also built an LLM-based incident analysis system using Jira and GitHub context, reducing investigation time from roughly 45 minutes to 5 minutes. Earlier, I worked on business requirements, source-to-target mappings, stakeholder workshops, and UAT for banking data migration programmes.

Experience

Work history, roles, and key accomplishments

Current

Senior Quality Assurance Engineer

Current

Fivetran

Jun 2021 - Present (5 years 3 months)

Senior Quality Engineer with 16 years of experience in data platform testing, database connectors, and distributed cloud systems. Focused on improving reliability, validating large-scale data pipelines, and driving quality across complex systems.
• Database & Connector Testing
PostgreSQL, MySQL, SQL Server, Oracle, SAP HANA
Validated replication, schema changes, sync correctness, and hybrid deploy