Aubrey

Senior Data Engineer at Citibank

Architected and implemented scalable, high-performance data engineering solutions using AWS Glue, Lake Formation, PySpark, Snowflake, DBT, and orchestration tools; built end-to-end ETL pipelines, real-time processing pipelines with streaming technologies; optimized queries; enabled data governance and telemetry for finance decision-making.

Senior Data Engineer at Raymond James

Designed and implemented enterprise-grade data pipelines on Google Cloud Platform (GCP); migrated critical financial data from on-premises to GCP using DMS and CDC; built end-to-end pipelines with Dataflow, BigQuery, Cloud SQL and DataProc; established RBAC, metadata catalogs, and data governance.

Data Engineer at Cambia Health

Designed scalable data architectures using AWS Glue, EMR, Lambda, Redshift, S3, Step Functions, SNS, EventBridge and DynamoDB; implemented end-to-end ETL workflows, Snowflake and DBT-based transformations; built robust data pipelines and governance.

Data Engineer at Cambia Health

Designed scalable data architectures on AWS (Glue, EMR, Redshift, Lake Formation) and implemented end-to-end ETL pipelines using PySpark and Snowflake/DBT. Led on-prem-to-cloud migrations, established data governance, RBAC, metadata management, and cost optimization. Built near real-time analytics and reporting solutions leveraging Snowflake, Looker, and Tableau to drive healthcare insights.

Senior Data Engineer at Raymond James

Architected enterprise-scale data solutions on GCP, Snowflake, BigQuery, and Oracle SQL; implemented real-time streaming analytics with Spark Streaming and Delta Live Tables. Built data pipelines, governance, security controls (IAM, RBAC), and performance optimizations across multiple lines of business. Led mentoring and collaborated with cross-functional teams to deliver business insights and regulatory reporting.