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Muhammad Atif

@muhammadatif9

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Data Solution Architect at Omnicell who architected a governed Patient 360 lakehouse for healthcare data.

United States

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At Omnicell, I architect cloud-native healthcare data platforms, including a governed Patient 360 lakehouse that brings clinical and business data into a longitudinal record for analytics, AI/ML, and reusable data products. I also established integration patterns and data governance controls to support secure, reliable use of sensitive healthcare data.

Previously, I modernized financial data pipelines at NICE and containerized cloud workloads at Banner Health. Across these roles, I’ve designed data platforms and production systems, and provided technical direction and mentoring to engineering teams.

Experience

Work history, roles, and key accomplishments

Current

Data Solution Architect

Current

Omnicell

Jan 2023 - Present (3 years 8 months)

Led architecture and technical design of cloud-native healthcare data platforms using Databricks, Apache Spark, Python, SQL, and cloud data services. Architected a Patient 360 lakehouse integrating Epic, Cerner, FHIR, X12 EDI, claims, medications, laboratory, patient, encounter, and provider data.

Databricks Apache Spark Python SQL Healthcare Data FHIR X12 Data Governance HIPAA HITRUST Data Modeling MDM RAG MLFlow Architecture

Senior Data Engineer

NICE

May 2020 - Dec 2022 (2 years 7 months)

Modernized fragmented financial data processing by building high-volume batch and real-time pipelines across 5 financial domains using Python, PySpark, SQL, Apache Kafka, Spark, and Databricks. Engineered resilient Spark Structured Streaming pipelines and re-engineered full-load processing into Bronze, Silver, and Gold Delta Lake pipelines.

Python PySpark SQL Kafka Spark Databricks Delta Lake DataVault 2.0 SCD2 Kimball Data Quality Airflow CI CD Observability

Cloud Engineer

Banner Health

Jan 2017 - Apr 2020 (3 years 3 months)

Modernized a manually managed B2B SaaS environment into a containerized AWS platform on Amazon EKS. Developed reusable Infrastructure as Code (IaC) modules with Terraform and implemented Kubernetes orchestration and autoscaling patterns.

AWS Amazon EKS Terraform Kubernetes Docker Helm ArgoCD CI CD GitHub Actions Azure DevOps IAM KMS Networking Security

ETL & Data Warehouse Engineer

PBG

Jan 2014 - Dec 2016 (2 years 11 months)

Consolidated fragmented operational data from 6+ source types by building production ETL/ELT pipelines using Python, SQL, and enterprise ETL patterns. Reengineered full load processing into incremental and Change Data Capture (CDC) pipelines and designed Kimball dimensional models.