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Constantine Grigoroff is a seasoned Principal Level Engineer at Shell, where responsibilities include facilitating navigation of the ML/GenAI landscape for General Managers and leading product development for trading desks. Previous achievements at Shell include receiving the Shell Significant Contribution award while serving as a Senior Platform Engineer for rapidly resolving a critical Renewables Energy dashboard issue. Experience at Trading 212 involved architecting a Python-based algorithmic trading platform, while roles at JPMorgan Chase & Co., Playtech, and other companies encompassed cloud-native software engineering, algorithm development, and contributions to logistics technology. Constantine Grigoroff holds a Master's Degree in Computer Software Engineering from The University of Manchester and a background in Physics and Mathematics from the National High School of Mathematics and Physics.