Healthcare10 months

Healthcare Data Analytics Platform

Client

Regional Hospital Network

Overview

A large regional hospital network with 15 hospitals and 2000+ beds was struggling to analyze patient data across disparate systems. We built a unified data analytics platform enabling data-driven clinical decisions.

The Challenge

The hospital network faced critical challenges: • Patient data fragmented across 15 different systems • Manual report generation took 1-2 weeks • No real-time visibility into hospital operations • Unable to identify clinical improvement opportunities • Compliance audits took 3+ months • Difficulty tracking patient outcomes across network

Our Solution

We architected a comprehensive data platform: • Built unified data warehouse consolidating 15 disparate systems • Implemented ETL pipelines using Apache Airflow for daily data ingestion • Created real-time dashboards using Tableau and custom analytics • Developed ML models to predict patient outcomes and readmissions • Implemented HIPAA-compliant security and data governance • Built self-service analytics portal for physicians and administrators

Tech Stack

Apache SparkApache AirflowTableauPostgreSQLPythonKubernetesAirflowTensorFlow

Key Results

time To Insight

10x faster insights (1-2 days vs 1-2 weeks)

patient Outcomes

22% improvement in patient readmission rates

data Accuracy

99.8% data quality across integrated systems

operational Efficiency

35% reduction in administrative overhead

compliance Time

90% faster compliance audits

Unified data warehouse with 50M+ patient records

Real-time dashboards accessed by 500+ physicians

Predictive models identify high-risk patients for intervention

Reduced readmissions through data-driven interventions

Compliance reports now generated in 2 weeks vs 3 months

Healthcare Data Analytics Platform

The Challenge

Our Solution

Tech Stack

Key Results

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