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August 18, 2025 by user

Data Engineering & Analytics

Data Engineering & Analytics
August 18, 2025 by user

In today’s data-driven world, success depends on more than just collecting information — it’s about transforming raw data into actionable intelligence. With a strong foundation in data architecture, cloud platforms, and analytics, I specialize in building pipelines, warehouses, and dashboards that power smarter decisions, improved efficiency, and measurable business outcomes.

Data Architecture & Warehousing

Designing reliable and scalable systems is at the core of my work:

● Architected data warehouses on AWS Redshift, EC2, and S3, cutting reporting times by 30%.

● Designed ETL pipelines that process millions of records daily, ensuring real-time availability of insights.

● Migrated enterprise datasets to the cloud (AWS → GCP), improving scalability and reducing infrastructure costs.

● Implemented data governance and security frameworks, ensuring compliance with HIPAA and enterprise policies.

Business Intelligence & Analytics

I transform complex data into clarity and strategy through analytics and visualization:

●  Built interactive dashboards in Tableau and Power BI, boosting team efficiency by 50%.

●  Developed predictive analytics models to forecast patient admissions and optimize staffing in healthcare environments.

●  Created KPI tracking systems to monitor operational, financial, and customer experience metrics.

●  Leveraged SQL, Python, and R for data cleaning, analysis, and reporting, improving decision-making speed.

Automation & Process Optimization

Data workflows should be fast, accurate, and frictionless. I deliver automation that streamlines operations:

● Automated eligibility and claims data processing, cutting manual effort from 4 days to 4 hours.

● Integrated APIs and HL7/FHIR standards to unify patient records across EMR systems.

● Built ETL job orchestration with Airflow, reducing failure rates by 40% and increasing pipeline reliability.

● Applied data validation frameworks, ensuring 99.9% accuracy in high-volume reporting.

Cloud & Big Data Solutions

Scalability is critical for modern enterprises, and I specialize in cloud-native approaches:

● Engineered containerized data workflows with AWS ECS/EKS and CI/CD automation.

● Designed real-time analytics solutions for IoT and healthcare devices using AWS Lambda and Kinesis.

● Developed data lakes to unify structured and unstructured sources for advanced analytics.

● Optimized cloud cost structures, reducing monthly spend by up to 25% without losing performance.

Driving Insights & Strategy


Data is most valuable when it creates clarity, confidence, and competitive advantage. My work spans industries — from healthcare and finance to emerging technology — but the outcomes remain the same: faster insights, smarter decisions, and stronger growth.

Through a mix of engineering precision and analytical creativity, I help organizations unlock the true power of their data.

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A personal space where I share knowledge, experiences, and fresh ideas. – Anna Kolbasova

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Data Engineering & AnalyticsAugust 18, 2025
Technology & InnovationAugust 18, 2025
Real Estate ExpertiseAugust 18, 2025

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Recent Posts

Data Engineering & AnalyticsAugust 18, 2025
Technology & InnovationAugust 18, 2025
Real Estate ExpertiseAugust 18, 2025
Anna Kolbasova
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Recent Posts

Data Engineering & AnalyticsAugust 18, 2025
Technology & InnovationAugust 18, 2025
Real Estate ExpertiseAugust 18, 2025

Categories

  • Informational Material
  • Others