Sachi D.
Data Engineer @ UKG | CS + Business @ USC
- Role
- Data Engineer at UKG
- Location
- Miami-Fort Lauderdale, FL, US
- LinkedIn followers
- 500 followers
About Sachi D.
Data Engineer with a strong foundation in building scalable, cloud-native data pipelines…
Experience
Data Engineer
Aug 2023 — Present
CI/CD Automation & Deployment Optimization• Developed modular GitHub Actions workflows to deploy Dataflow pipelines across environments, increasing deployment frequency by 70% and reducing failures by 30%• Automated deployments on code changes, improving bug detection by 25% before production releases• Designed and executed testing for GitHub Actions integration, achieving a 95% success rate for deployment validations• Automated Docker image generation and promotion for feature-specific deployments, enhancing bug identification by 25%• Enhanced CI workflows to build and validate Terraform artifacts on every pull request, reducing configuration drift by 35%→ Dataflow Pipeline Development & Optimization• Led development and optimization of production-grade Dataflow pipelines with a focus on resiliency, stability, and data integrity• Implemented retry mechanisms for schema transformations and cloud function errors, preventing data loss and improving robustness• Adapted Airflow DAG to isolate customer failures, enabling continued processing of customer datasets• Collaborated with customers to resolve production data issues, accelerating root cause analysis• Partnered across teams to eliminate duplicate Pub/Sub alerts, reducing noise and improving incident response times• Enhanced connection reliability by configuring adjustable retries, reducing change failure rates by 35%.• Led feature development of change-tracking mechanisms for long-running transactions, improving database consistency and synchronization→ Production Monitoring & Incident Management• Spearheaded the review and overhaul of production monitoring across five environments, gathering feedback to streamline issue escalation• Integrated PagerDuty with the alerting framework, reducing manual monitoring by 55% and incident identification times by 60%• Improved system reliability and customer satisfaction through faster problem resolution and proactive monitoring
Education
Weddington High School
High School Diploma
2015 — 2019
University of Southern California
Bachelor's degree
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