Doeun Kim
Los Angeles,CA
Summary
AI researcher and full-stack developer with experience in diffusion model quantization and explainable AI. Skilled in deep learning, computer vision, and NLP, with a strong record of applying research to real-world services. Passionate about building technologies that not only improve performance, but also deliver meaningful impact in everyday life.
Overview
4
4
years of professional experience
Work History
Undergraduate Student Researcher
Ewha Womans University
Seoul, South Korea
10.2024 - 02.2025
- Conducted research under Prof. Jaehyeong Sim is at the AI Computing Platform Laboratory, focusing on quantization techniques for diffusion models and receiving regular feedback on my undergraduate thesis work.
- Conducted literature reviews on AI algorithms to support ongoing research projects and identify state-of-the-art methods.
- Participated in weekly seminars, read and summarized one paper per week, shared research insights, and engaged in group discussions to critically analyze methodologies and results.
Software Intern
RainbirdGEO
Seoul, South Korea
05.2021 - 07.2022
- Participated in planning a new app by contributing to frontend implementation with React Native, conducting competitor analysis, creating structural diagrams, designing screen layouts, developing wireframes, and drafting functional specifications.
- Reported and conducted QA testing and debugging of existing app errors, while managing marketing efforts through user satisfaction surveys, data collection, building a survey site, managing documentation, translating content into English, and designing promotional card news.
- Gained experience in project assessment by evaluating the feasibility of new features, considering algorithm development, timelines, and cost management, while also contributing to development tasks, and ensuring product quality through QA testing and debugging.
Education
Master of Science - Computer Science
University of Southern California
Los Angeles, CA12-2026
Bachelor of Science - Computer Science And Engineering
Ewha Womans University
Seoul, South Korea02-2025
Skills
- Python
- Deep learning and generative models
- Computer vision and NLP applications
- Research analysis
- Full-stack development
- Project management
Timeline
Undergraduate Student Researcher
Ewha Womans University
10.2024 - 02.2025
Software Intern
RainbirdGEO
05.2021 - 07.2022
Master of Science - Computer Science
University of Southern California
Bachelor of Science - Computer Science And Engineering
Ewha Womans University
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