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Ravi Kiran PilliRP
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Ravi Kiran Pilli

@ravikiranpilli

Machine Learning Engineer at RedSail Technologies building RAG pipelines for grounded answers over pharmacy knowledge bases.

United States
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At RedSail Technologies, I build Retrieval-Augmented Generation pipelines with LangChain and vector embeddings to provide grounded answers to pharmacy staff queries. I also design prompt templates and retrieval logic for prescription support workflows.

I develop Python and TensorFlow services for prescription processing, medication recommendations, and healthcare workflows, exposing models through FastAPI and Docker. I monitor deployed models and tune prompts and orchestration flows for answer quality, latency, and cost.

Previously, at PrimeRx, I developed machine learning services and REST APIs for prescription validation, medication recommendations, and refill prediction. At Sails Software Solutions, I developed Python and Scikit-learn models for customer analytics and sales prediction, and collaborated with senior AI engineers to validate and improve models.

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Montclair State University logoMU

Montclair State University

Master of Science, Computer Science

Pursuing a Master of Science in Computer Science at Montclair State University.

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