Data Engineering Lead

Led the design and delivery of enterprise data platforms and pipelines, defining standards for data ingestion, transformation, storage, orchestration, and production operations. Architected scalable batch and real-time pipelines supporting analytics, reporting, downstream applications, and high-volume workloads.

Designed governed data models and integration patterns across cloud sources, APIs, and operational systems. Improved processing time by 45%, reduced cloud costs by 30%, and shortened delivery timelines by 25% while establishing standards for data quality, lineage, monitoring, access controls, CI/CD, and production reliability.

Engineered production-grade ingestion and transformation workflows with automated retries, alerting, validation, and SLA-based monitoring. Developed end-to-end ETL/ELT pipelines in Python and SQL for data ingestion, transformation, aggregation, and analytics-ready outputs.

Built CI/CD and infrastructure-as-code pipelines for secure, repeatable deployment of data platform components across environments. Delivered scalable GCP data services and improved reliability through data-quality checks, anomaly detection, observability, and controlled releases, reducing incidents by 40%.

Developed real-time and batch data pipelines for event-driven applications, reducing source-to-consumption latency by 50%. Built reusable Python and SQL components for ingestion, transformation, validation, and curated data outputs.

Implemented pipeline monitoring and alerting that reduced production issue resolution time by 60%. Integrated data products into production software and analytics workflows supporting experimentation, targeting, operational reporting, and high-traffic digital campaigns.

Developed Python and SQL automation for data processing, reporting, and analytics workflows, reducing manual effort by 70%. Built reusable data-processing components and structured datasets for analysis, reporting, and downstream application use.

Streamlined repeatable data workflows through validation and automation, improving data consistency and reducing manual operational effort.

Bachelor's Degree completed at Kingsborough Community College in Brooklyn, New York.