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Uma SurepalliUS
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Uma Surepalli

@umasurepalli

Data Scientist at Datavalley.ai building RAG assistants for internal knowledge and document Q&A.

India
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At Datavalley.ai, I design and deploy machine learning models for predictive analytics and recommendations, and build end-to-end ML pipelines with Python, PySpark, and Airflow.

I architect RAG systems with LangChain and vector databases for internal knowledge assistants and document Q&A. I also develop NLP models for classifying and extracting information from business documents.

In my projects, I built a voice-based RAG assistant that combines speech recognition, semantic search, and spoken responses. I’ve also developed a GenAI summarization platform and a document classification system with an active-learning feedback loop.

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Education

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SC

St Mary’s Women’s Engineering College

B.Tech, Computer Science

2019 - 2023

Pursued a Bachelor of Technology in Computer Science from 2019 to 2023.

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