AI Systems and Physics
Seongsoo Choi
CEO, MetaIntelligence
Works on applied AI systems for language, vision, manufacturing data, and research analysis, with a background in physics.
Profile
Work
Main Areas
Applied AI work across language, vision, manufacturing data, and research analysis.
AI System Design
Designs workflows that connect data processing, model logic, review, and reporting.
Physics-Based Modeling
Uses physics and mathematical structure when they are relevant to modeling and analysis.
Natural Language Analysis
Patent work covers data partitioning, digital-tree construction, parameter optimization, and invariant-basis methods.
Manufacturing Vision
Work includes defect detection, classification, and inspection support for manufacturing environments.
HPC and Quantum Research
Research background includes supercomputing, quantum many-body theory, and computational physics.
Project Management
Leads R&D projects, technical planning, partner coordination, and delivery management.
Current Work
Applied AI and Research Analysis
MetaIntelligence works on AI systems for manufacturing, information analysis, and reporting workflows.
Research background, practical delivery
The work starts with the problem structure, then defines the data flow, model role, evaluation criteria, and reporting process.MetaInsight MFG
Production-data diagnosis and automated report generation, scheduled from June 2026.
MVI DefectSense
Fine-defect detection using unsupervised normality learning, with VLM-based classification support.
NRF Information Analysis
Principal investigator for overseas R&D investment analysis and NRF technology-trend research projects.