Shyam has a Ph.D. in statistical physics from ETH Zürich with research experience in High Performance Computing and numerical modelling. He specializes in Computer Vision, data analysis and AI systems integration. He has extensive experience in Retail and Manufacturing industries. 

George Verouchis holds an M.Sc. Electrical and Computer Engineer. He is an AI and LLM Consultant specializing in reinforcement learning, multi-agentic frameworks, and GenAI classification for regulatory, environmental, and financial sectors. At D ONE, he has created GenAI frameworks and LLM tools to boost compliance, automate data transformation, and enhance decision-making. He also trains civil servants in AI, cloud technologies, and data engineering at the National Center for Public Administration and Local Government of Greece.