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Namratha Medaboina
Mid-level Software Engineer specializing in backend systems for healthcare and FinTech
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Built Python-based clinical data processing workflows at CVS Health, automating ingestion, validation, transformation, and ML prediction across multiple healthcare systems. Stands out for combining AI-assisted development with rigorous human review, validation checkpoints, and production monitoring in regulated healthcare environments, including a reported ~26% efficiency improvement.
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Key Strengths
- Healthcare data pipeline engineering
- Clinical ETL workflow design
- Strong validation and data quality mindset
- Debugging subtle ML prediction drift issues
- Building resilient distributed processing systems
- Production monitoring and failure handling
- Careful human review of AI-assisted code
- Pragmatic tool selection for regulated environments
- Improved processing efficiency by ~26%
- Focus on correctness, security, and edge cases
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