
Timeline
About me
Machine Learning Engineer | Master of Science in Computer Science
Education

Georgia institute of technology
2019 - 2022Master of science - ms computer science 4.0/4.0Machine Learning Specialization

Iéseg school of management
2012 - 2013Exchange student business administration- Focused on data-mining

고려대학교
2007 - 2015Bachelor of business administration (b.b.a.) and bachelor of science (b.s.) business administration and biotechnology 4.0+/4.5- Focused on quantitative analysis of Business Managment and Genetics
Experience

Samsung electronics
Jan 2015 - now• Led a team of 4 in developing an AI-driven IoT camera product showcased at CES 2024, contributing to company visibility in emerging AI markets.• Implemented a few-shot object detection method leveraging CLIP-based multimodal inputs, achieving more than 99% accuracy on target tasks.• Pioneered a zero-shot segmentation method by integrating text-prompted object detection and segmentation modules without task-specific training data.• Reduced inference time by implementing vector-based caching and leveraging shared memory to minimize data transfer overhead. Show less
Machine Learning Engineer
Feb 2024 - nowTeam Leader
Jan 2023 - Feb 2024Machine Learning Engineer
Apr 2021 - Jan 2023Product Manager
Jan 2016 - Apr 2021Supply Chain Manager
Jan 2015 - Dec 2015
Licenses & Certifications
- View certificate

Algorithms specialization
Stanford universityApr 2019
Languages
- koKorean
- enEnglish
- jaJapanese
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