Vlăduț Ș.

Education

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  Liceul Tehnologic Energetic Campina

  2013 - 2017

  High School Mathematics and Computer Science

  Activities and Societies: Engaged in Debate and Drama Clubs, enhancing my skills in critical thinking and public speaking. Led various team projects and discussions that honed my ability to articulate complex ideas and work collaboratively. My high school years were pivotal in developing a strong foundation in analytical thinking and problem-solving, thanks to a rigorous focus on mathematics and computer science. Participating in debate and theatrical performances sharpened my communication skills, preparing me for the challenges of a career in engineering. These experiences fostered a versatile skill set that continues to underpin my professional journey.

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  University POLITEHNICA of Bucharest

  2022 - 2024

  Master of Engineering - MEng Advanced Composite Materials for Special Applications 10

  Developed and defended a master's thesis on predicting glass properties using machine learning techniques. The research involved processing and analyzing an extensive dataset of over 29,000 oxide glass compositions, using models such as Random Forest, Gradient Boosting, and Support Vector Regression. Implemented data pre-processing techniques and optimization algorithms, achieving a root mean square error (RMSE) of 32.5°C and an R² of 0.95 for predicting glass transition temperature. This… Show more Developed and defended a master's thesis on predicting glass properties using machine learning techniques. The research involved processing and analyzing an extensive dataset of over 29,000 oxide glass compositions, using models such as Random Forest, Gradient Boosting, and Support Vector Regression. Implemented data pre-processing techniques and optimization algorithms, achieving a root mean square error (RMSE) of 32.5°C and an R² of 0.95 for predicting glass transition temperature. This research showcased the potential of AI/ML in material science for optimizing glass properties. Show less

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  University POLITEHNICA of Bucharest

  2017 - 2022

  Bachelor of Engineering - BE Chemical Engineering 9,4

  Activities and Societies: Engaged in campus life through theater and music production, enhancing collaboration and creative problem-solving skills. Active in chemistry-focused student associations, which enriched my knowledge and professional network. Focused on Oxide Materials and Nanomaterials, gaining hands-on experience in synthesis and characterization. Developed proficiency in various technical software tools. My bachelor's thesis involved pioneering research on ZnO-enriched semiconductor glass, showcasing my commitment to research and practical application of chemical engineering principles.