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Ann-ly Tram is currently a Marketing Manager at TenderFacts, where responsibilities include leveraging artificial intelligence to enhance the efficiency of tender response processes. With extensive experience as a Project Leader at Polynom, Ann-ly focuses on identifying sustainable growth opportunities by integrating data-driven insights with an in-depth understanding of business dynamics. Previously, Ann-ly served as a Data Scientist Consultant at STMicroelectronics and a Fullstack Developer, contributing to significant productivity improvements in web applications. Furthermore, Ann-ly held the position of IT Project Manager at Junior UTC, supporting client portfolio development and project oversight. Ann-ly holds a Master's degree in Computer Science Engineering with a minor in Data Science from Université de Technologie de Compiègne, complemented by international educational experiences in Belgium and China.