Krati Pandya

I’m passionate about AI, NLP, and Large Language Models (LLMs)—especially their potential to transform how we interact with information. Currently, I’m pursuing my Master’s in Data Science at the University of Koblenz, specializing in Natural Language Processing (NLP) and Generative AI. My current role is consulting in Gen AI at Allianz.Before this I worked in ML industry for 5 years, gaining a deep understanding of data analytics, ETL, and ML Algo and MLOps. This experience has given me a strong foundation in advanced AI and ML.AI & NLP FocusAs I shift toward advanced AI, my projects focus on making AI more reliable, efficient, and multimodal:-Multimodal Retrieval-Augmented Generation (RAG) – integrating text, image, and audio embeddings to improve information retrieval.-Reducing Hallucinations in LLMs – my thesis focuses on reducing hallucinations by automated fact checking LLM responses.-AI Code Assistants – evaluating local LLMs like DeepSeek Coder and Codestral for offline, privacy-friendly coding support.What I Do--Research & Development – Enhancing AI reliability & efficiency.-Machine Learning & NLP – Working with LLMs, fine-tuning, and RAG architectures.-Consulting with AI automation and Generative AI.Let’s Connect!I’m excited about bridging the gap between structured data and generative AI. Let’s connect if you’re working on AI, NLP, BI, or anything data-driven.