Umashankar Makam
AWS Certified Data Engineer | Data Analytics | ETL Pipelines |SQL | Python | Power BI | Tableau
- Role
- Python Ai Developer at CVS Health
- Location
- Charlotte, NC, US
- LinkedIn followers
- 500 followers
About Umashankar Makam
Python Full Stack Developer with 5+ years of experience building scalable web…
Experience
Python Ai Developer
Oct 2024 — Present
Designed and implemented ML models for insurance and healthcare datasets (claims, accumulators, authorizations) to improve anomaly detection and reconciliation accuracy.• Built LLM-based automation workflows for data onboarding, validation, and exception handling using Python and Hugging Face Transformers.• Engineered features from structured and semi-structured healthcare data to support predictive modeling and risk scoring.• Performed model evaluation using AUC, F1, precision/recall, and real-world validation against Medicare Prescription Payment Plan datasets.• Integrated ML outputs into operational systems through Python APIs and automated pipelines.• Documented model development, data lineage, and validation steps to ensure reproducibility and compliance.• Gained hands-on exposure to Palantir Foundry concepts including ontology mapping, pipeline orchestration, and operational workflows.
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