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Stefan Karmakov is a skilled Senior AI Engineer at Oxford Dynamics, specializing in Natural Language Processing (NLP) and Large Language Models (LLMs) for data searching, interrogation, and summarization, with a strong focus on explainability and traceability through RAG-based solutions. Prior experience includes serving as a Big Data Engineer for autonomous vehicles at DXC Technology, where responsibilities involved designing and maintaining data pipelines for ingestion and processing. Additionally, Stefan worked as an Engine and Electronics Engineer for Sheffield Formula Racing, contributing to sensor management and fuel system design, and as an Autonomous Driving Engineer at Jaguar Land Rover, focusing on testing and validating machine learning and AI models for autonomous vehicle features. Academically, Stefan holds a Master of Science in Advanced Aeronautical Engineering from Imperial College London and a Bachelor of Engineering in Mechanical Engineering from The University of Sheffield.