HYUNWOO KIM, Ph.D.

“Maximizing Capital Value through Verified Technical Excellence.”

Technical Due Diligence & IP Asset Verification
Investigating the authenticity of AI technologies and the defensibility of Intellectual Property (IP). I assess whether a company holds true original and proprietary technologies to mitigate core investment risks.
Global Tech Supply-Chain & R&D Strategy
Leveraging an extensive global network across the US, Europe, China, Australia, Korea, and Japan to identify and source critical original technologies. I specialize in architecting technical supply chains by managing multinational R&D teams to transform high-level R&D into proprietary commercial assets.
Productization of Original Technology
Guiding the entire lifecycle from identifying necessary core technologies to successful development and commercial deployment. I bridge the gap between academic excellence and market-ready products, ensuring technical readiness for IPO and Series A+ funding.

Global Technical Authority (US & Europe Focus)
- First-Place Winner in the CVPR 2020 CLVision Challenge, achieved through high-level R&D collaboration with US-based research entities.
- MPEG-7 ISO/IEC International Standard: Developed and successfully proposed face recognition algorithms in partnership with leading European and Japanese technical committees.
Multinational R&D Leadership
- Strategic R&D Lead: Proven track record of leading high-level research in the US and Korea, while driving large-scale R&D and deployment across Europe, China, and Korea.
- Successfully transformed advanced AI models into seamless mobile environments through cross-border collaboration and execution.
Large-Scale System Innovation
- Foundational Engine Architect: Developed and deployed large-scale image fingerprinting technology, the core engine powering image and shopping search services for major tech platforms (e.g., Kakao).
- World #1 on Open LLM Leaderboard: Advised the technical strategy for the top-scoring lightweight LLM on the Hugging Face Open LLM Leaderboard (Jan 2024).

INQUIRIES hyunwoo.kim.lab [at] gmail.com (Please replace "[at]" with "@" to send an email)
RESOURCES GOOGLE SCHOLAR PROFILE