Looking for a job

Ankita Mishra

@ankitamishra4

Message

I build agentic AI, RAG, and LLM systems for insurance and healthcare automation.

India

Message

What I'm looking for

I'm looking to build scalable, explainable agentic AI and RAG solutions that automate high-impact decisions in insurance, healthcare, or similarly complex domains.

At Renew buy, I build production AI systems for insurance and healthcare, including a LangGraph multi-agent virtual underwriter that improved accuracy by 10% over ML-only approaches. I also architected a FastAPI claim-adjudication platform processing 500+ claims daily across 70+ document types.

I've delivered RAG-based medical test mapping that improved STP rates by 5%, document classification for 63 document types, and risk models that reduced claim risk by 5%. I work across LangChain, LangGraph, OpenAI APIs, vector retrieval, machine learning, and deployment tooling to create explainable decision-support workflows.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist (GenAI & AgenticAI)

Current

Renew Buy

Aug 2024 - Present (2 years 1 month)

Built and deployed a LangGraph-based multi-agent underwriting system with RAG and ML models, and architected an AI-powered claim adjudication platform processing 500+ claims daily. Developed document classification and medical terminology normalization systems, and insurance risk prediction models.

LangGraph Agentic AI RAG ChromaDB fastAPI Computer Vision NLP XGBoost Random Forest SBERT BART MICE KNN OCR Ensemble Learning

Machine Learning Internship

ShapeMySkills Pvt. Ltd.

Jul 2023 - Aug 2023 (1 month)

Developed a conversational AI assistant using OpenAI APIs and Streamlit with persistent memory, real-time response generation, prompt optimization, and interactive user workflows.

OpenAI API Streamlit Prompt Engineering Conversational AI