Kevin Song

Location

Holmdel, NJ
Education
    Georgia Institute of Technology-Main Campus
    August 2022 - May 2025
    degree
    Bachelor's
    major
    Computer Science
Work Experience
    Georgia Tech Automated Algorithm Design VIP Program
    Machine Learning Researcher
    Atlanta, GA, United States, 30383
    January 2023 - present
    company
    Georgia Tech Automated Algorithm Design VIP Program
    title
    Machine Learning Researcher
    overview
    • Researched how well EMADE (Evolutionary Multi-objective Algorithm Design Engine) can predict High-Frequency Limit Order Book (LOB) stock price changes given custom evaluation functions such as LOB Imbalance and Cross-Spread Indicator. • Pioneered strategies to automate pneumonia detection in patient x-rays by analyzing 100,000 X-ray images from the CheXNet-14 dataset, distinguishing the images among 14 kinds of defects. • Implemented Keras preprocessing input layers to improve the Image Processing team’s pneumonia detection Neural Network Learner, trained on ImageNet, by extracting and filtering features from images at multiple scales.
    Georgia Tech Solar Racing
    Strategy Division Lead
    Atlanta, GA, United States, 30383
    September 2022 - present
    iCIMS
    Software Engineering Intern
    Holmdel, NJ, United States, 07777
    June 2023 - August 2023
Github / Code
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kevinyjsong04(view my full github here)
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