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Hi, I'm Shae I, a senior data engineer with 10+ years of delivering scalable ELT pipelines on cloud platforms. I specialize in Snowflake, Airflow, PySpark, AWS, Fivetran, and dbt to support high-volume data workloads and regulated environments. I thrive on collaborating with BI and architecture teams to translate business requirements into reliable data assets, improve pipeline reliability, and optimize cloud costs for sustainable analytics.…Hi, I'm Shae I, a senior data engineer with 10+ years of delivering scalable ELT pipelines on cloud platforms. I specialize in Snowflake, Airflow, PySpark, AWS, Fivetran, and dbt to support high-volume data workloads and regulated environments. I thrive on collaborating with BI and architecture teams to translate business requirements into reliable data assets, improve pipeline reliability, and optimize cloud costs for sustainable analytics.

Shae I.

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Hi, I'm Shae I, a senior data engineer with 10+ years of delivering scalable ELT pipelines on cloud platforms. I specialize in Snowflake, Airflow, PySpark, AWS, Fivetran, and dbt to support high-volume data workloads and regulated environments. I thrive on collaborating with BI and architecture teams to translate business requirements into reliable data assets, improve pipeline reliability, and optimize cloud costs for sustainable analytics.…Hi, I'm Shae I, a senior data engineer with 10+ years of delivering scalable ELT pipelines on cloud platforms. I specialize in Snowflake, Airflow, PySpark, AWS, Fivetran, and dbt to support high-volume data workloads and regulated environments. I thrive on collaborating with BI and architecture teams to translate business requirements into reliable data assets, improve pipeline reliability, and optimize cloud costs for sustainable analytics.

Available to hire

Hi, I’m Shae I, a senior data engineer with 10+ years of delivering scalable ELT pipelines on cloud platforms. I specialize in Snowflake, Airflow, PySpark, AWS, Fivetran, and dbt to support high-volume data workloads and regulated environments.

I thrive on collaborating with BI and architecture teams to translate business requirements into reliable data assets, improve pipeline reliability, and optimize cloud costs for sustainable analytics.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

Lead Data Engineer at Effectual Inc.

April 1, 2023 - Present

Designed, developed, and maintained robust ELT pipelines using Snowflake, Airflow, PySpark, AWS, Fivetran, and dbt, supporting batch and real-time analytics workloads. Implemented data quality, observability, and reliability frameworks to ensure SLA compliance and accelerated migration from legacy to cloud-native architectures. Optimized cloud cost structures, reducing monthly infrastructure spend by 20%. Collaborated with BI, analytics, and architecture teams to translate business requirements into analytics-ready data models.

Senior Data Engineer at Smartbridge LLC

February 1, 2021 - March 1, 2023

Developed ELT pipelines with dbt and Airflow for Snowflake-based analytics platforms. Supported legacy-to-modern data migrations while ensuring data consistency and minimal downtime. Implemented data observability and quality monitoring, reducing pipeline incidents by 35%. Partnered with BI teams to deliver governed metrics and analytics-ready datasets for executive reporting.

Data Engineer 1 at CorroHealth

May 1, 2018 - January 1, 2021

Migrated legacy ETL workflows to cloud-based ELT architectures using PySpark, Azure Data Factory, and Snowflake. Ensured data quality, governance, and reliability across healthcare analytics pipelines under HIPAA compliance. Delivered production-grade datasets supporting operational reporting and BI dashboards.

ETL & BI Engineer at Accenture

June 1, 2015 - April 1, 2018

Built and maintained enterprise ETL pipelines supporting finance and supply-chain analytics. Designed dimensional models and data marts for BI and reporting platforms. Supported legacy data warehouse environments while enabling cloud modernization initiatives.