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Ryan Frueh

@ryanfrueh

I build AI-ready cloud data platforms that accelerate analytics, machine learning, and enterprise decision-making.

United States
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What I'm looking for

I'm looking to build AI-ready cloud data platforms that turn governed enterprise data into scalable analytics, machine learning, and GenAI products with measurable business impact.

At Vizient, I architect an AI Healthcare Lakehouse Platform on Azure that integrates clinical, claims, provider, and operational data, reducing analytics delivery time by 72%. I also delivered an AI Clinical Intelligence Copilot using Claude APIs, LangChain, vector search, and certified healthcare data models, cutting manual report generation by 65%.

I build scalable lakehouse, warehouse, ELT, and streaming platforms with Databricks, Snowflake, Azure, AWS, Python, SQL, PySpark, dbt, Airflow, and Kafka. My work includes processing 20M+ healthcare events and 5+ TB of healthcare data daily while implementing governance, lineage, RBAC, HIPAA-compliant controls, and reliable AI-ready datasets.

Previously at Walmart, I modernized retail analytics by migrating legacy ETL workloads to an AWS-based Snowflake lakehouse, reducing batch processing time by 68%. I built data quality frameworks that reduced production defects by 55%, streaming pipelines that moved inventory visibility from hours to minutes, and cloud optimizations that lowered annual costs by 30%.

I began building healthcare reporting and analytics solutions at Texas Health Resources, where I created trusted reporting warehouses and Power BI and Tableau dashboards that reduced executive reporting preparation time by 70%. I enjoy partnering with clinical, finance, product, analytics, and operational leaders to turn complex data into measurable business outcomes.

Experience

Work history, roles, and key accomplishments

VI
Current

Senior Data Engineer - AI & Analytics

Vizient

Oct 2023 - Present (2 years 10 months)

Architected an AI Healthcare Lakehouse Platform on Azure, integrating clinical, claims, provider, and operational data with Databricks Delta Lake, Azure Data Factory, PySpark, dbt, Airflow, ADLS Gen2, and Snowflake, reducing analytics delivery time by 72% while enabling enterprise-wide self-service AI insights. Delivered the AI Clinical Intelligence Copilot using Claude APIs, LangChain, vector sea

WA

Senior Data Analytics Engineer

Apr 2019 - Sep 2023 (4 years 5 months)

Drove the Retail Analytics Modernization initiative, migrating legacy ETL workloads into an AWS-based Snowflake lakehouse using S3, AWS Glue, Lambda, dbt, Airflow, and PySpark, reducing batch processing time by 68% while improving enterprise scalability. Architected an enterprise data quality framework with dbt, Great Expectations, Airflow, and Snowflake, reducing production data defects by 55% th

Texas Health Resources logoTR

Data Analyst

Jan 2017 - Feb 2019 (2 years 1 month)

Developed the Healthcare Performance Reporting Suite, integrating patient, claims, financial, operational, and quality metrics into Power BI and Tableau dashboards, reducing executive reporting preparation time by 70%. Established an enterprise reporting warehouse using SQL Server, Python, and dimensional modeling, consolidating fragmented clinical and operational data into trusted analytical prod

Education

Degrees, certifications, and relevant coursework

Texas Tech University logoTU

Texas Tech University

Bachelor of Business Administration, Management Information Systems

2013 - 2016

Bachelor of Business Administration in Management Information Systems from Texas Tech University from 2013 to 2016.

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