Profile
Career Experience
Experience across AI company operations, industrial vision AI, supercomputing, and physics research.
CEO / President
MetaIntelligence Inc.
2021.12 - Present
- Founded MetaIntelligence and leads strategy, research operations, and R&D projects.
- Works on AI systems across NLP, vision, manufacturing data, and reporting workflows.
- Oversees patent-related work and government R&D projects.
Principal Researcher / AI Master
F1Soft Co., Ltd.
2021.10 - 2022.01
- Worked on supercomputing, rule-based and AI-based natural-language processing, and machine vision.
Staff Software Engineer, Advanced Technology Research
Samsung Display Co., Ltd.
2017.09 - 2020.03
- Developed AI and computer-vision automation for defect inspection across cell, module, and FAB environments.
- Built internal advanced software for manufacturing-inspection workflows.
Postdoctoral Researcher / KISTI Project Principal Investigator
UNIST
2016.02 - 2017.08
- Led machine-learning research based on large-scale supercomputing resources.
Invited Participant, Fully Funded Summer School
UCLA
2014.07 - 2014.08
- Studied electronic-structure theory for materials and biomolecular systems.
Researcher
WCU POSTECH
2011.09 - 2012.12
- Researched quantum field theory and strongly correlated electronic systems under Prof. E. J. Baerends.
Global Ph.D. Fellow
National Research Foundation of Korea / POSTECH
2011.03 - 2016.02
- Completed doctoral research under Prof. Kwang S. Kim, now Distinguished Professor at UNIST.
Core Capabilities
Technical and management areas from the resume.
Physics-Informed AI
AI design informed by physics and mathematical modeling.
Natural Language Analysis
Mathematical partitioning of natural-language datasets, digital-tree construction, parameter optimization, and invariant-basis derivation.
Applied AI Systems
NLP and vision AI workflows for industrial and research applications.
HPC and Quantum
Large-scale supercomputing operations, quantum many-body theory, and computational physics.
Unsupervised Anomaly Detection
Vision-based normality learning for high-speed defect detection and classification workflows.
R&D Management
Government R&D projects, technical planning, and partner coordination.
Education
Ph.D. in Physics
POSTECH
2011.03 - 2016.02
- Major fields: mathematical physics, computational physics, condensed matter physics, and quantum many-body theory.
- Dissertation: three topics in mathematical physics, including irreducible matrix eigenvalue reduction, eigen-graph methods for nearly overlapped states, and primes and roots in the Riemann hypothesis.
B.S., Division of Natural Sciences
Kumoh National Institute of Technology
2004.03 - 2011.02
- Double major in physics and applied mathematics.
Selected Projects
Public project summaries from the resume.
MetaInsight MFG
AX-LLM Collaboration Project
Scheduled from 2026.06
- Root-cause diagnosis and automated report generation from production data.
- Role: PM and architect, with 60 percent allocation and NC AI collaboration ownership.
MVI DefectSense
Manufacturing Vision AI
Planned 2026
- High-speed fine-defect detection based on unsupervised normality learning.
- Designed with VLM-based defect classification and explanation.
MicroDIPS - Anomaly Detection and Data Augmentation
Korea Institute of Startup and Entrepreneurship Development
2025.08 - 2025.12
- Led the full project as PM for the ACIA and Ara consortium.
Overseas R&D Investment Information Analysis
National Research Foundation of Korea
2025.06 - 2026.02
- Served as principal investigator for analysis of overseas R&D investment status.
NRF Research Projects
Four consecutive years of re-orders, seven cumulative projects
2022.10 - 2026.02
- Served as principal investigator for repeated NRF research-analysis projects.
IP and Publications
Patent and academic work.
Korean Patent No. 10-2573563
Natural-language data analysis system and method. Sole inventor: Seongsoo Choi. Assignee: MetaIntelligence Inc. Filed 2022.11.02 and registered 2023.08.29.
Journal of Mathematical Physics
Choi, S., Chung, J. W., Kim, K. S., "Relation between primes and nontrivial zeros in the Riemann hypothesis; Legendre polynomials, modified zeta function and Schrodinger equation," Journal of Mathematical Physics 53, 122108 (2012). DOI 10.1063/1.4770050.
Doctoral Dissertation
Three topics in mathematical physics, completed at POSTECH Department of Physics in 2016.
Awards and Public Activity
KAST Preliminary Leading Scientist
Selected by the Korean Academy of Science and Technology in 2011.
Global Ph.D. Fellowship
National Research Foundation of Korea fellowship recipient from 2011.03 to 2016.02.
UCLA Summer School
Fully funded invited participant in 2014 for electronic-structure theory.
Public Research and Review
Principal investigator for NRF projects, author of MSIT/NRF reports on quantum computing and metaverse technology trends, and chair judge for an AI training-data hackathon.