Samyuktha Reddy

Experience

1. Ai Ml Engineer

   Cigna Healthcare

   Sep 2022 — Present

   Developed and deployed AI-powered claims review models using Python, Scikit-learn, and TensorFlow, improving claims processing accuracy by 28% and reducing manual review time by 40%. Implemented NLP pipelines with SpaCy, BERT, and LangChain to extract, summarize, and validate unstructured medical documents, ensuring HIPAA-compliant automation of claims adjudication. Built scalable ETL pipelines with Apache Spark and Kafka for processing high-volume healthcare claims data, enabling near real-time anomaly detection and fraud prevention. Led development of a Retrieval-Augmented Generation (RAG) framework with GPT-3 and vector databases for physician support, improving decision-making by providing context-aware patient history insights. Deployed AI/ML models in production using Docker, Kubernetes, and TensorFlow Serving on AWS and Azure, ensuring scalability, fault tolerance, and 99.9% uptime. Collaborated with cross-functional teams (data engineers, product owners, compliance) in an Agile/Scrum environment, driving sprint deliverables, backlog prioritization, and regulatory alignment.

Education

• School of Engineering and Technology, IUPUI

  Master's degree, Applied Data Science

• Amrita Vishwa Vidyapeetham

  Bachelor of Engineering - BE, Electrical, Electronics and Communications Engineering