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Ethan Kim

Undergraduate Researcher at Swartz Center for Computational Neuroscience

Contact Information

us****@****om

(386) 825-5501

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Location

San Diego, California, United States, US

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Undergraduate Researcher
- Apr 2023 - Present
• Develop stress classification system that takes preprocessed EEG data and provides stress score. • Achieve 78.94% balanced accuracy score with scikit-learn linear discriminant analysis model in Python. • Ensure accuracy of results by performing model validation using leave-one-out validation method. • Optimize model's performance by conducting comparative analysis of balanced accuracy scores across 5, 11, and 30 channel configurations. • Develop stress classification system that takes preprocessed EEG data and provides stress score. • Achieve 78.94% balanced accuracy score with scikit-learn linear discriminant analysis model in Python. • Ensure accuracy of results by performing model validation using leave-one-out validation method. • Optimize model's performance by conducting comparative analysis of balanced accuracy scores across 5, 11, and 30 channel configurations.

Web Developer
- Jun 2023 - Present
• Develop and manage news website specializing in AI content using WordPress. • Implement form validation script and dropdown menu enhancements using JavaScript. • Ensure screen size adaptability with responsive design using CSS rules and media queries. • Generate 70+ posts per week by creating automated content aggregation and publication pipeline leveraging APIs from ChatGPT and Dall-E. • Achieve 95% accuracy rate for ChatGPT responses by implementing prompt engineering techniques. • Develop and manage news website specializing in AI content using WordPress. • Implement form validation script and dropdown menu enhancements using JavaScript. • Ensure screen size adaptability with responsive design using CSS rules and media queries. • Generate 70+ posts per week by creating automated content aggregation and publication pipeline leveraging APIs from ChatGPT and Dall-E. • Achieve 95% accuracy rate for ChatGPT responses by implementing prompt engineering techniques.

Software Developer
- Apr 2022 - Sep 2022
• Accelerated responses to security incidents by 30% by automating process of generating new security alert tickets using Python and Jira API. • Reduced ticket resolution time by 20% by designing and executing ticketing synchronization solution between Jira Service Desk and Azure DevOps using Apache Groovy scripting. • Identified and addressed 15+ bugs and issues in synchronization solution by consulting and collaborating with QA team. • Configured Jira Service Desk and integrated IT support email for efficient back-office operations. • Engaged in bi-weekly Agile check-ins with project manager and team of 10+ engineers to ensure project requirements were met and maintain quality of synchronization solution. Show less

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