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Muhammad Ehsan

@muhammadehsan

Data Architect at Banner Health modernizing healthcare data platforms and cutting pipeline processing from 1 hour to 10 minutes.

United States

Message

At Banner Health, I modernize enterprise healthcare data platforms across clinical, claims, and financial data. I helped cut pipeline processing time from 1 hour to 10 minutes and contributed to $5M+ in cost optimization through claims and billing pipeline redesign.

I architect multi-cloud Lakehouse platforms and healthcare data integrations, including EHR, FHIR/HL7, genomics, and DICOM. I also lead a six-engineer team and build governed data infrastructure for analytics and AI/ML workloads.

Experience

Work history, roles, and key accomplishments

Current

Data Architect

Current

Banner Health

Jan 2024 - Present (2 years 9 months)

Directed enterprise data engineering strategy, architected multi-cloud data platforms, and modernized the data ecosystem with Databricks, Snowflake, Delta Lake, and Apache Iceberg, improving pipeline SLA performance by 99%.

Senior Big Data Engineer

PBG Consulting

Sep 2019 - Jan 2024 (4 years 4 months)

Engineered enterprise-scale batch and streaming pipelines using PySpark, Databricks, Kafka, and cloud-native services, and built reusable transformation frameworks with dbt and Python for financial data products.

Data Engineer & ETL

Innovaccer

May 2016 - Sep 2019 (3 years 4 months)

Developed scalable ETL/ELT pipelines for structured, semi-structured, and streaming datasets using SSIS, Informatica, Talend, and Azure Data Factory, and designed analytical models for SaaS and healthcare reporting.