Los Angeles CA, US
Phone: xxx-xxx-xxxx
Email: xxx@xxxx.xxx
Looking For: data scientist, data analyst
Occupation: IT and Math
Degree: Bachelor's Degree
Career Level: Entry Level
Languages: English, German, Bulgarian
Highlights:Increased efficiency of student performance data analysis by 40% through building and optimizing machine learning pipelines at Minerva University.
Skills:Python programming, R programming, SQL, Machine Learning (NLP)
Goal:To leverage machine learning expertise to solve complex problems in the field of Data Science(e.g., finance, healthcare, technology).
Membership:LGBTQI+ Students
Certification:Software Engineering Certification - hackerrank
Honor:International Mathematics Olympiad - Silver Medalist (2017), Bronze Medalist (2016) Duke of Edinburgh’s International Award - Gold Medalist
Quantitative Research Intern 06/2023 - 08/2023
VanEck, New York, NY United States
Industry: Asset Management
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Designed and implemented predictive ML models for financial asset prediction using Python and SQL.
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Worked with large datasets (200K+ entries/day), automating data cleaning and preprocessing pipelines.
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Developed a clustering algorithm for asset similarity analysis, improving portfolio insights by 20%.
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Manager - Data Analytics Team 01/2022 - 05/2024
Minerva University, San Francisco, California United States
Industry: Finances
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Built and optimized machine learning pipelines for analyzing student performance data, improving insights
delivery by 40%.
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Designed predictive models to forecast academic success using Python, Scikit-learn, and Azure ML.
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Collaborated cross-functionally with engineering teams to deploy solutions in cloud environments using Docker
and Kubernetes.
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Data Science Intern 06/2021 - 09/2021
Philip Morris International, , Swaziland
Industry: tobacco
Developed deep learning-based sentiment analysis models on consumer survey data, achieving 85% accuracy.
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Leveraged NLP techniques to analyze unstructured text data and extract insights for marketing strategy.
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Deployed models to cloud systems using Azure and containerized environments with Docker.
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Minerva University 08/2020 - 05/2024
San Francisco, California, United States
Degree: Bachelor's Degree
Major:Computer Science; Social Science
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Concentrations: Computer Science (Data Science & Statistics, Mathematics), Computational Neuroscience.
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Relevant Coursework: Machine Learning, Deep Learning, Natural Language Processing, Predictive Analytics,
Data Structures, Advanced Statistics.
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Teaching Assistant: Supported courses in Single & Multivariable Calculus and Complex Systems.
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