Yoonsung Jeong | MSCS Northwestern

Research, Projects, LinkedIn

MSCS Graduate from Northwestern University

Hi, I am dedicated to harnessing the full potential of AI to create a positive impact.

🔗Machine Learning (ML)

As ML is gaining immense traction with accumulating data, I continue to ask myself what the implications of data-driven ML are and how we can channel its overwhelming force into positive societal impact.

🔗Sustainability

Growing up in India inspired me in various ways, but one of my biggest takeaways was building the initiative to address environmental issues.

Education

<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/7de2b6b8-b240-4840-8c40-e72c09426bc5/icons8-school-96.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/7de2b6b8-b240-4840-8c40-e72c09426bc5/icons8-school-96.png" width="40px" /> Northwestern University (Sep 2023 - Jun 2025)

<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/eaa39876-b918-4b3b-a21f-cf6e7b54a6b4/icons8-scroll-96.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/eaa39876-b918-4b3b-a21f-cf6e7b54a6b4/icons8-scroll-96.png" width="40px" /> Computer Science, M.S.

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University of Wisconsin-Madison (Sep 2019 - May 2023)

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<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/431ce9d1-7cbe-4958-bea8-78f1df9ed2b8/icons8-certificate-96.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/431ce9d1-7cbe-4958-bea8-78f1df9ed2b8/icons8-certificate-96.png" width="40px" /> Data Science, Certificate

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Relevant Experience

Samsung SDS America

Full Stack Software Engineer (AI)

<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/e6467e61-0313-4bbe-86f9-043f413170fb/icons8-calendar-96.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/e6467e61-0313-4bbe-86f9-043f413170fb/icons8-calendar-96.png" width="40px" /> Aug 2025 → Current

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<aside> 🇺🇸 NJ, United States

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<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/af5f7d42-0676-4ae5-a1fc-dcaf97e6977f/icons8-back-96.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/af5f7d42-0676-4ae5-a1fc-dcaf97e6977f/icons8-back-96.png" width="40px" /> Developed AI-powered desktop application with React frontend and Flask backend to streamline mortgage processing.

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<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/af5f7d42-0676-4ae5-a1fc-dcaf97e6977f/icons8-back-96.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/af5f7d42-0676-4ae5-a1fc-dcaf97e6977f/icons8-back-96.png" width="40px" /> Enhanced Intelligent Document Processing accuracy by ~30% via prompt engineering for Claude model on AWS Bedrock.

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<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/af5f7d42-0676-4ae5-a1fc-dcaf97e6977f/icons8-back-96.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/af5f7d42-0676-4ae5-a1fc-dcaf97e6977f/icons8-back-96.png" width="40px" /> Deployed services on AWS EC2 and maintained production release notes along with development and deployment guides.

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Modern Artificial General Intelligence & Computer Systems Lab

Graduate Machine Learning Research Engineer

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<aside> 🇺🇸 IL, United States

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<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/af5f7d42-0676-4ae5-a1fc-dcaf97e6977f/icons8-back-96.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/af5f7d42-0676-4ae5-a1fc-dcaf97e6977f/icons8-back-96.png" width="40px" /> Proposed and implemented novel graph learning architecture for heterogeneous data in Python and Pytorch.

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