Madhvika Reddy
Data Engineer | Cloud (AWS, GCP, Azure) | Apache Spark, Kafka, SQL, Python | Scalable ETL & Real-Time Pipelines| 5+ Years Experience| Healthcare & Financing Domains
- Role
- Data Engineer at HCA Healthcare
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Madhvika Reddy
Passionate Data Engineer with 6+ years of experience delivering scalable, cloud-based…
Experience
Data Engineer
Jun 2024 — Present · TX, US
Designed and implemented high-performance ETL pipelines in Apache Spark and Python to process large-scale healthcare data-Integrated HL7, EDI, and other sources into a unified AWS data lake, improving reporting and decision-making-Developed real-time data pipelines with Apache Kafka and orchestrated workflows using Apache Airflow-Deployed machine learning models in production for predictive analytics and optimized SQL queries, reducing run times by 40%-Built CI/CD pipelines and containerized applications with Docker and Kubernetes, enabling scalable and portable solutions-Led cloud migration projects, ensured HIPAA compliance, and developed Power BI dashboards delivering actionable insights-Collaborated in Agile Scrum teams using JIRA for sprint planning and delivery.
Education
Eastern Illinois University
Master of Science - MS
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