At Optum Health Care Technologies, I led the design and deployment of a healthcare entity-resolution and classification pipeline that processed more than 32,000 records with over 92% precision. I also developed multi-agent workflows and semantic search to support payer mapping.
I built the pipeline’s MLOps and delivery setup on AWS, using Docker and FastAPI for services and automating CI/CD with Pytest.
At Infosys Limited, I architected data science and machine learning pipelines for banking and financial clients. I developed fraud detection, transaction anomaly detection, and credit risk models, and integrated generative AI for financial summaries and risk reporting.
At Sutherland Healthcare Solutions Pvt Ltd, I developed predictive analytics models and automated ETL pipelines for healthcare claims and operational audits. My work included claims severity prediction and revenue cycle optimization, reducing manual review turnaround times by 40%.
