Aradhana Singh

I am a results-driven Data Scientist with 3 years of experience in Data Science, Generative AI, Machine Learning, and Natural Language Processing (NLP). My expertise lies in developing AI-driven solutions for fraud detection, AML/KYC compliance, and financial data systems. I have a proven track record of building scalable Generative AI applications using open-source LLMs and retrieval-augmented generation (RAG), focusing on delivering automation and actionable insights through intelligent systems.

Currently, I am working at Nangia Andersen LLP, where I built a RAG-based chatbot for querying government taxation and insurance data, developed fraud detection models, and automated AML/KYC compliance checks using NLP and OCR pipelines. My previous experience as a Junior Data Scientist at TaskUs involved building classification models for banking and insurance customer queries, as well as automating data integration workflows. I am passionate about leveraging technology to enhance decision-making and drive efficiency in various domains.