DataOps by Datalytyx
Better Data Faster | Based on Gitlab Community Edition
Project overview
DataOps by Datalytyx is Better Data Faster | Based on Gitlab Community Edition. Extended Gitlab Community Edition Built with high standards for performance, security, and intuitive user experiences, the platform is engineered to support mission-critical workflows and seamless scale.
What made this project challenging
Bridging the gap between software engineering CI/CD best practices and enterprise data pipelines
Automating version control, testing, and deployment of data transformation scripts into Snowflake
Enforcing data governance, lineage tracking, and schema migration validation automatically
Scaling pipeline orchestration across multi-cloud Kubernetes clusters
How we delivered
Extended GitLab Community Edition with custom DataOps pipeline runners and validation triggers
Engineered automated data quality testing framework checking row counts, nulls, and anomalies
Built Dockerized pipeline execution environments with parameterized Terraform configurations
Developed enterprise web dashboard displaying pipeline health, test coverage, and execution history
Key outcomes
Reduced data pipeline deployment cycle from weeks to minutes
Eliminated 90% of production data bugs via automated pre-commit tests
Adopted by FTSE 100 enterprise data teams
End-to-end auditability and data governance compliance
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