CSAIC Team
Experts in
AI, Physics, and Engineering
๊ฐ ๋ถ์ผ ์ ์ ์ ์ ๋ฌธ๊ฐ๋ค์ด ๋ชจ์ฌ, ๋ณธ์ง์ ๊ฟฐ๋ซ๋ AI ๊ธฐ์ ์ ๋ง๋ญ๋๋ค.
MetaIntelligence์ ํต์ฌ ๋ธ๋ ์ธ, CSAIC ํ์ ์๊ฐํฉ๋๋ค.Top experts in each field, building AI technology that gets to the essence.
Meet CSAIC โ the core brain of MetaIntelligence.
์ต์ฑ์ ๋ฐ์ฌ Dr. Seongsoo Choi
Ph.D. in Physics ยท Integrated AI Solution Architect
์์ฐ์ด(NLP)์ ๋น์ (Vision)์ ์ตํฉํ๋ ํตํฉ AI ์๋ฃจ์ ์ํคํ ํธ์ ๋๋ค. ๋ฌผ๋ฆฌํ ๊ธฐ๋ฐ ๋ฌธ์ ํด๊ฒฐ ์ญ๋๊ณผ ์ํผ์ปดํจํ (HPC) ์ ๋ฌธ์ฑ์ ๋ฐํ์ผ๋ก, ํ ์คํธยท์ด๋ฏธ์ง ๋ฐ์ดํฐ๋ฅผ ์์ฐ๋ฅด๋ ๊ณ ์ฑ๋ฅ AI ์์ง์ ์ค๊ณํฉ๋๋ค. An integrated AI solution architect fusing natural language (NLP) and vision. Building on physics-grounded problem solving and high-performance computing (HPC) expertise, he designs high-performance AI engines that span text and image data.
Major Career
- ์ฃผ์ํ์ฌ ๋ฉํ์ธํ
๋ฆฌ์ ์ค ๋ํ์ด์ฌ (2022.01 ~ ํ์ฌ) MetaIntelligence Co., Ltd. โ CEO (Jan 2022 โ Present)
- ์์ฐ์ด/๋น์ ํตํฉ AI ์๋ฃจ์ ์ด๊ด ๋ฐ ์ํคํ ์ฒ ์ค๊ณ Leads integrated NLP/vision AI solutions and overall architecture.
- ํนํ ๊ธฐ๋ฐ R&D(๊ณผ๊ธฐ์ ํต๋ถ 10์ต ๊ท๋ชจ) ์์ฃผ ๋ฐ ์ด๊ด Won and directed patent-backed R&D programs (~โฉ1B from the Ministry of Science and ICT).
- ๊ธฐ์ ยท๊ณต๊ณต๊ธฐ๊ด ๋์ ํด๊ฒฐ์ ์ํ ์๋ฆฌ ๋ชจ๋ธ๋ง ๋ฐ AI ์๋ฌธ Mathematical modeling and AI advisory work for enterprise and public-sector hard problems.
- ํ๊ตญ์ฐ๊ตฌ์ฌ๋จ(NRF) ์ ๋ฌธ๊ฐ/์ฐ๊ตฌ์ฑ
์์ (2021.04 ~ ํ์ฌ) NRF Korea โ Expert / Principal Investigator (Apr 2021 โ Present)
- ๊ตญ๊ฐ R&D ๋ฐฉํฅ์ฑ ์๋ฆฝ ์ฐ๊ตฌ์ฉ์ญ ๋ฐ ์ ์ฑ ๋ฆฌํฌํธ ์งํ Authored R&D direction-setting studies and policy reports.
- ์ํ์์ํํธ(์ฃผ) ์์์ฐ๊ตฌ์(AI Master) F1Soft โ Principal Researcher (AI Master)
- Multimodal AI ์ฐ๊ตฌ ๋ฐ HPC ์ต์ ํ ํ์ดํ๋ผ์ธ ๊ตฌ์ถ Multimodal AI research and HPC-optimized pipelines.
- ์ผ์ฑ๋์คํ๋ ์ด(์ฃผ) Staff Software Engineer Samsung Display โ Staff Software Engineer
- ์์์ํ(Topology) ์ตํฉ AI ๊ธฐ๋ฐ ๊ณต์ ๋ถ๋ ๊ฒ์ถ ์๋ํ Automated process-defect detection using AI fused with topology methods.
- UNIST / NRF Global Ph.D. Fellowship
- ์ด๊ฑฐ๋ ์ํผ์ปดํจํ ์ด์ ๋ฐ ๊ณ์ฐ๊ณผํ/์์๋ค์ฒด์ด๋ก ์ฐ๊ตฌ Operated large-scale supercomputers; research in computational science and quantum many-body theory.
Key Competencies
- Integrated AI & Patent Tech ์์ฐ์ด/๋น์ ์ตํฉ ํตํฉ ์๋ฃจ์ ์ํคํ ์ฒ ์ค๊ณ ๋ฐ ์์ฒ ํนํ ๊ณ ๋ํ Architects integrated NLP/vision solutions and advances the underlying patent portfolio.
- Physics-Informed AI ๋ฌผ๋ฆฌ/์ํ(Quantum, Topology) ๊ธฐ๋ฐ ๊ฐ์ค ์๋ฆฝ ๋ฐ ๋ชจ๋ธ ์ค๊ณ Builds hypotheses and models grounded in physics and math โ quantum theory, topology.
- Strategic R&D Management ๊ธฐํ๋ถํฐ ์ฑ๊ณผ ํ์ฐ๊น์ง ์ ์ฃผ๊ธฐ R&D ๊ด๋ฆฌ ๋ฐ ๋ฌธ์ ํด๊ฒฐ End-to-end R&D management โ from planning through outcome dissemination.
Major Career
- ์ฃผ์ํ์ฌ ๋ฉํ์ธํ ๋ฆฌ์ ์ค CSAIC (2024.01 ~ ํ์ฌ) MetaIntelligence Co., Ltd. โ CSAIC (Jan 2024 โ Present)
- ๊ฒ์๋ฌผ๊ด๋ฆฌ์์ํ ์ด์์ ์ฒญ์๋ฌธ์์ํ ์์ Member, Appeals Advisory Committee โ Game Rating and Administration Committee (Korea)
- ํ๊ตญํด์๋ํ๊ต ๋ฐ์ฌํ ์ฐ๊ตฌ์ (๋ฐ์ดํฐ 1-cycle ๊ฒ์ฆ) Postdoctoral Researcher, Korea Maritime & Ocean University (1-cycle data verification)
- ์์ฐ์ด ์ฒ๋ฆฌ ๊ธฐ๋ฐ ์ง์ ์ฌ์ฐ๊ถ(๋ฐ๋ช ๊ฐ) ๋ค์ ๋ณด์ Holds multiple NLP-based intellectual property rights as inventor.
Core Skills
- NLP Pipeline Design ๊ธฐ์ ๋ฌธ์ ์ ๋ณด ๊ตฌ์กฐํ ๋ฐ ํต์ฌ ์ ๋ณด ์ถ์ถ ํ์ดํ๋ผ์ธ ์ค๊ณ Designs pipelines that structure technical documents and extract the key information.
- LLM Evaluation LLM ํ์ง ํ๊ฐ ์ฒด๊ณ ์ค๊ณ ๋ฐ ์ ๋ ์งํ ์ ํ Builds LLM quality-evaluation frameworks and converts them into quantitative metrics.
- R&D Analysis ํ ์คํธ ๋ถ์ ๊ฒฐ๊ณผ์ ์ ๋์ ๋ฐ์ดํฐํ ๋ฐ ์ฐ๊ตฌ ํ์ฉ Turns text-analysis output into quantitative data for downstream research.
๊น์ฐํ ์ด์ฌ Woohyun Kim, Director
Samsung Electronics MX Div. 10y ยท Framework/Graphics Specialist
Major Career
- ์ผ์ฑ์ ์ MX์ฌ์
๋ถ (10๋
) Samsung Electronics, MX Division (10 years)
- Samsung Galaxy - ARM Mali GPU Driver Management
- Android Watch Face Format (WFF) Standard Creator & Architect
- Samsung Android (Watchface Studio, AI Effect, Internal Graphic solutions)
- Samsung GoodLock, Wonderland App ๊ฐ๋ฐ Samsung GoodLock and Wonderland app development
- Graphic Rendering ๊ธฐ์ A๊ธ ํนํ ๋ณด์ Holds A-tier patents in graphic rendering.
Core Skills
- Global-Scale Productization & UX ๊ตฌ๊ธ ์คํ์์ค ํ์คํ ๋ฐ ๊ธ๋ก๋ฒ ์ ์กฐ์ฌ ํ๋ ์์ํฌ ํ์ฌ, 500๋ง+ ๋ค์ด๋ก๋ ์ฑ ๊ฐ๋ฐ ๊ฒฝํ์ ๋ณด์ ํ๊ณ ์์ต๋๋ค. ๋จ์ํ ๊ธฐ๋ฅ ๊ตฌํ์ ๋์ด, ์ฌ์ฉ์ ์นํ์ ์ธ UI/UX๋ฅผ ์ค์ํ๋ฉฐ ๊ธ๋ก๋ฒ ์๋น์ค ์์ค์ ์์ฑ๋๋ฅผ ์งํฅํฉ๋๋ค. Contributed to Google open-source standards, shipped frameworks on global OEM devices, and built apps with 5M+ downloads. Beyond just getting features working, he puts weight on user-friendly UI/UX and aims for global-service polish.
- GPU & Rendering Optimization ๊ธ๋ก๋ฒ ํ๋๊ทธ์ญ ๋ชจ๋ฐ์ผ ๋๋ฐ์ด์ค์ ๊ทธ๋ํฝ์ค ๋ฐ ํ๋ ์์ํฌ๋ฅผ ํจ๊ป ๊ฐ๋ฐํ๊ณ ์ต์ ํํ๋ ๊ฒฝํ์ ๋ฐํ์ผ๋ก, ๊ณ ์ฑ๋ฅ AI ๋ชจ๋ธ์ ํฌํจํ๋ ๋น์ฌ ์ํํธ์จ์ด๋ฅผ ๊ฐ๋ณ๊ณ ๋น ๋ฅด๊ฒ ๊ตฌ๋์ํต๋๋ค. Drawing on experience co-developing and optimizing the graphics stack and frameworks on global flagship mobile devices, he keeps our high-performance-AI software running light and fast.
- Flexible Engineering Philosophy ๊ฐ๋ฐ ํ๋ซํผ๊ณผ ์ธ์ด์ ๋ํ ์ฅ๋ฒฝ์ด ์์ต๋๋ค. ๋ฒ์ฉ์ฑ๊ณผ ํ์ฅ์ฑ์ ์ต์ฐ์ ๊ฐ์น๋ก ๋๋ฉฐ, ์ํฉ์ ๋ง์ถฐ ๊ฐ์ฅ ํจ์จ์ ์ธ ๋ฐฉ์์ผ๋ก ๊ฒฌ๊ณ ํ๊ณ ์ ์ฐํ ์์คํ ์ ๊ตฌํํฉ๋๋ค. No platform or language barriers. Generality and scalability come first, and whichever approach is most efficient for the situation is the one chosen โ to build robust, flexible systems.