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mounika reddyMR
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mounika reddy

@mounikareddy3

I build secure generative AI, machine learning, and enterprise data platforms.

United States
Message

At Ascension, I build a secure clinical document intelligence and provider knowledge platform that processes healthcare data and delivers RAG-based search and summarization for physicians and operational teams.

I design the platform’s Python, Azure OpenAI, LangChain, FastAPI, Databricks, and Azure AI Search architecture, including ingestion pipelines, document extraction, AI agents, and HIPAA-aligned security controls.

Previously at Fiserv, I developed near-real-time payment fraud detection and transaction intelligence using Python, PySpark, Kafka, XGBoost, Azure ML, and MLflow. I’ve also delivered statewide benefits analytics for the State of New Hampshire and insurance data integration and claims analytics at Nationwide.

Across banking, insurance, healthcare, retail, and public-sector programs, I turn complex data into production AI and ML services. I lead technical design and code reviews, mentor engineers, and work closely with data, security, DevOps, product, and business teams.

Experience

Work history, roles, and key accomplishments

Ascension logoAS
Current

Python Generative AI & Data Engineer

Ascension

Jan 2025 - Present (1 year 8 months)

Developed an enterprise Generative AI and Data Intelligence platform for clinical document processing and secure RAG-based assistance. Led architecture and development using Python, Azure OpenAI, LangChain, and FastAPI, building scalable ingestion pipelines and implementing RAG pipelines with Azure AI Search.

Education

Degrees, certifications, and relevant coursework

Jawaharlal Nehru Technological University logoJU

Jawaharlal Nehru Technological University

Bachelor of Technology, Computer Science and Engineering

2011 - 2015

Pursued a Bachelor of Technology in Computer Science and Engineering, focusing on software development and data engineering fundamentals.

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