Teodora Cajvan currently serves as Secretary for the European Multimedia & Cinematic Community (EMCC) and actively volunteers in promoting the Faculty of Economics, Administration and Business (FEAA) at Ștefan cel Mare University. She earned her first Bachelor’s degree in Accounting and Business Informatics from FEAA in 2023. Subsequently, she graduated as valedictorian from the General Economics and Economic Communication Bachelor's program (class of 2023-2026). She further advanced her academic background by completing a Master's degree in Digitalization and Data Science within the field of Cybernetics, Statistics, and Economic Informatics. Her professional experience includes an accounting internship at Allkont Solutions Prest and extensive involvement in university administrative coordination and admissions volunteering. Her research interests focus on predicting financial resilience using advanced data science methodologies—specifically utilizing Ensemble learning models (such as Random Forest and HistGradientBoosting) and Explainable AI (XAI) techniques. She has received several accolades, including First Prize at the Business Plan Olympiad (local stage, 2024) and Second Prize at the "Economy and Digital Society" National Student Scientific Communications Session (2024).