Róbert Rice
Data Scientist Intern- OPS position at Emerging Pathogens Institute- Claim this Profile
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Bio
Experience
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Emerging Pathogens Institute
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United States
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Research Services
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1 - 100 Employee
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Data Scientist Intern- OPS position
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Sep 2023 - Present
-Currently working on the translation and enhancement of the "Leafy Green Farm-to-Customer Process Model" from its original Python framework to R, utilizing the mc2d package. -Embarking on the transformation of the 1D Monte Carlo Simulation model into a 2D Monte Carlo Simulation in R Quarto, aiming to provide a more comprehensive analysis and deeper insights. -Collaborating closely with the original project team to ensure a seamless transition and integration of the model's objectives and methodologies into the new platform. Show less
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BEBR at UF
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United States
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Research
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1 - 100 Employee
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Data Science Intern
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Aug 2022 - Present
- Building NLP-based network science project “Congregator”, which aims to match up researchers within the University of Florida based on research interest similarities. - Optimized a spaCy preprocessing pipeline to process approx. 100,000 research abstracts, used Word2Vec word embeddings and Top2Vec topic modeling to extract a social network from them in the form of an adjacency list. - Acquiring knowledge about the intricacies of text similarity estimation, the analysis of social networks, and aesthetic visualization options of the graph, in order to optimize and aid the finalization of the project. Show less
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UF Data Science & Informatics
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United States
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IT Services and IT Consulting
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1 - 100 Employee
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Workshop Coordinator- Junior Executive Board
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Aug 2022 - Present
- Organize and design workshops for the members of the Data Science Club of The University of Florida. - Gave a crash course on Natural Language Processing and the utilization of Machine Learning in the realm of Natural Language Processing. - Organize and design workshops for the members of the Data Science Club of The University of Florida. - Gave a crash course on Natural Language Processing and the utilization of Machine Learning in the realm of Natural Language Processing.
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Education
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University of Florida
Bachelor's degree, Data Science and Mathematics -
UWC Robert Bosch College
International Baccalaureate -
Bolyai Secondary Grammar School and Dormitory for Gifted Students
Incomplete High School Diploma, Mathematics