Navneet Kaur
Machine Learning Developer @Intuit
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WORK HISTORY
Machine Learning Developer @Intuit
Toronto, ON, CA
Working on an innovative project to automate the extraction of structured data from unstructured data in form of PDF documents using Large Language Models (LLMs), prompt engineering, data engineering! Where I am developing a scalable system that precisely retrieves key data fields for integration into a data lake, enhancing data accessibility and facilitating strategic decision-making for various teams. Developed a RAG-based retrieval pipeline leveraging KNN/ANN [Open Search] queries to enhance search relevance and datasets alignment. In parallel, designed an agentic AI workflow using LangGraph and FastAPI, where autonomous agents perform M&A research by querying internal data lakes, conducting focused web searches, identifying acquisition-relevant domains, and auto-generating context-aware outreach emails — streamlining research and outreach processes with minimal human intervention.
EDUCATION
University of Waterloo
Masters, Electrical and Computer Engineering
UIET Panjab University
Bachelor of Engineering - BE, Electrical, Electronics and Communications Engineering
ABOUT NAVNEET KAUR
As a Machine Learning Developer, I am passionate about leveraging advanced technologies to solve complex problems. I am currently working on solving GenAI/NLP/ Machine Learning usecases within Intuit Finance using the state of the art models.With a Master of Engineering (ECE)[specializing in AI and ML] from the University of Waterloo and a BE from Panjab University, both with a GPA of 3.9/4, I have developed expertise in natural language processing, time series forecasting, and deep learning. My professional experience includes deploying scalable data processing pipelines, developing machine learning models, and managing large datasets.I am skilled in Generative AI, Machine Learning, Data Science. Python, SQL, AWS, Data Science and various ML frameworks, and I am committed to driving innovation through data-driven and Gen AI solutions.
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