Seung Woo Lee
Data Scientist @Michigan Medicine Department Of Internal Medicine
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WORK HISTORY
Data Scientist @Michigan Medicine Department Of Internal Medicine
Develop predictive models using high-resolution temperature and clinical data to help identify fever causes in patients undergoing hematopoietic cell transplantation (HCT), aiming to optimize antibiotic use.• Support oncology research projects by analyzing and integrating clinical and wearable patient data to improve patient monitoring and outcomes.
EDUCATION
Indiana University Bloomington
Master's degree, Data Science
University of Iowa
Bachelor of Science (B.S.), Statistics
ABOUT SEUNG WOO LEE
Earned my MS in Data Science at Indiana University - Bloomington.Passionate about helping people by giving data-driven solutions.Experience:• Data Science Intern @ Seoul National University(SNU) HospitalSkills:• Data Analysis & Machine Learning - Python : pandas, NumPy, SciPy, scikit-learn, Dash, matplotlib, Seaborn, altair- R Packages: dplyr, e1071, caret, ggplot2, shiny• Deep Learning: TensorFlow, PyTorch, Keras• Natural Language Processing (NLP): spaCy, nltk, Stanford CoreNLP, RegEx• Databases: SQL, SQLite, NoSQL (MongoDB, Neo4j)• Other Techniques: Git, Linux, Hadoop Ecosystem (Hadoop, HDFS, Apache Spark), Amazon Web Service, OpenRefine
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