Maneesh Polavarapu
Generative Ai Engineer @CVS Health
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WORK HISTORY
Generative Ai Engineer @CVS Health
Designed GPT-based patient engagement systems integrated with EHR workflows to deliver personalized health notifications, tips, and reminders.Developed RAG pipelines using LangChain & FAISS to enable search-aware generation from unstructured medical content, improving answer relevance in internal knowledge assistants.Deployed secure inference APIs with Azure Functions & API Gateway using SSO and RBAC, scaling LLM usage across enterprise healthcare applications.Engineered prompt tuning strategies using few-shot learning and clinical templates to improve accuracy and structure of SOAP notes and medical summaries.Automated generative model deployments through CI/CD (GitHub Actions, Azure DevOps), reducing downtime and enabling fast iteration.Built Power BI dashboards to track token usage, latency, and engagement KPIs, enabling data-driven decisions for executives.Implemented HIPAA-compliant anonymization pipelines using NER and tokenization to secure patient data during inference.Trained cross-functional teams on LLM best practices, increasing adoption across clinical, IT, and product teams.
EDUCATION
Vignan's Foundation for Science, Technology & Research
Bachelor's degree, Information Technology
University of Bridgeport
Master of Science, Computational Science
University of Bridgeport
Master's degree, Computer Science
Vignan's University
Bachelor of Technology, Information Technology
ABOUT MANEESH POLAVARAPU
As a Business Analyst at Honeywell, I collaborate with teams to drive data-driven…
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