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Dustin A

@dustina

Lead Data Engineer at Etleap building cloud-native batch and real-time data platforms for analytics and machine learning.

United States

Message

At Etleap, I lead the architecture and evolution of cloud-native data platforms that support analytics, operational intelligence, and machine learning. I design production data pipelines for batch and real-time workloads.

I modernized legacy ETL workflows into standardized dbt and Apache Airflow frameworks, and established reusable patterns for orchestration, testing, and deployment. I also design data warehouse, data lake, and lakehouse architectures.

At RTS Labs, I engineered data solutions that brought together clinical, claims, patient, and operational data for analytics and downstream applications. I supported healthcare interoperability standards including HIPAA, HL7, and FHIR.

Earlier, at CareRev, I developed Python and SQL pipelines for SaaS, CRM, application, and operational data, and supported the migration of analytical workloads from SQL Server to Amazon Redshift. Across these roles, I’ve worked on data quality, governance, and ML-ready datasets.

Experience

Work history, roles, and key accomplishments

Current

Lead Data Engineer

Current

Etleap

Aug 2022 - Present (4 years 2 months)

Lead the architecture and evolution of cloud-native data platforms, designing scalable solutions for data ingestion, processing, storage, transformation, and consumption. Architect and deliver production-grade batch and real-time data pipelines using Python, SQL, Apache Spark, PySpark, Kafka, and Spark Streaming.

Senior Data Engineer

RTS Labs

Nov 2018 - Jul 2022 (3 years 8 months)

Engineered scalable data solutions integrating clinical, claims, patient, and operational data from disparate healthcare systems to deliver trusted datasets for analytics, reporting, and downstream applications. Developed and optimized batch and real-time data pipelines using Python, SQL, Apache Spark, PySpark, and Kafka to support high-volume data processing and real-time clinical alerting.

Data Engineer

CareRev

Mar 2016 - Nov 2018 (2 years 8 months)

Developed scalable Python and SQL ETL/ELT pipelines integrating SaaS, CRM, application, and operational data into centralized analytics platforms for reporting and business intelligence. Designed and optimized data models using Star Schema and 3NF, improving analytical performance and enabling efficient access to data for reporting and dashboard workloads.