Nourhan Abdelkerim

Senior Data Scientist with 4+ years of experience in fintech, passionate about building systems powered by AI.My recent work focuses on generative AI, especially Retrieval-Augmented Generation (RAG) and prompt engineering, to develop intelligent systems for document understanding, PDF summarization, and automated report or presentation generation. I’ve designed pipelines that combine LLMs, LangChain, OCR, and AWS to parse and extract insights from complex financial documents, blending traditional NLP with cutting-edge AI methods.Beyond development, I regularly collaborate with stakeholders to translate business needs into technical solutions and communicate complex AI concepts to non-technical audiences. I also review code, mentor teammates, and ensure high-quality, maintainable projects across the data and ML stack.Previously, I worked on portfolio optimization using parallel processing, enhanced open-source tools, and deployed scalable APIs using Docker and Django.I hold a master’s in AI and data science from Queen’s University (4.0 GPA), where I enhanced satellite images using Generative Adversarial Networks (GANs). I also have a bachelor’s in communications and electronics engineering, where I built a drowsiness detection system with OpenCV.I’m passionate about bridging AI innovation and business impact, creating real-world solutions where LLMs, data science, and automation meet.